Overview
Dataset statistics
| Number of variables | 41 |
|---|---|
| Number of observations | 52000 |
| Missing cells | 294880 |
| Missing cells (%) | 13.8% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 87.4 MiB |
| Average record size in memory | 1.7 KiB |
Variable types
| Text | 5 |
|---|---|
| DateTime | 1 |
| Categorical | 22 |
| Numeric | 6 |
| Boolean | 7 |
amount_brl is highly overall correlated with amount_orig | High correlation |
amount_orig is highly overall correlated with amount_brl | High correlation |
auth_3ds is highly overall correlated with capture_method and 5 other fields | High correlation |
capture_method is highly overall correlated with auth_3ds and 4 other fields | High correlation |
card_brand is highly overall correlated with pix and 2 other fields | High correlation |
card_present is highly overall correlated with auth_3ds and 5 other fields | High correlation |
channel is highly overall correlated with pix | High correlation |
country_risk_geo is highly overall correlated with country_risk_receiver and 3 other fields | High correlation |
country_risk_ip is highly overall correlated with country_risk_sender and 3 other fields | High correlation |
country_risk_receiver is highly overall correlated with country_risk_geo and 3 other fields | High correlation |
country_risk_sender is highly overall correlated with country_risk_ip and 2 other fields | High correlation |
cross_border is highly overall correlated with geo_country and 3 other fields | High correlation |
currency is highly overall correlated with fx_to_brl and 1 other fields | High correlation |
eci is highly overall correlated with auth_3ds and 5 other fields | High correlation |
fx_to_brl is highly overall correlated with currency and 1 other fields | High correlation |
geo_country is highly overall correlated with country_risk_geo and 5 other fields | High correlation |
geolocation_lat is highly overall correlated with cross_border and 2 other fields | High correlation |
geolocation_lon is highly overall correlated with country_risk_geo and 4 other fields | High correlation |
installments is highly overall correlated with pix_flow | High correlation |
ip_anomaly is highly overall correlated with country_risk_ip and 1 other fields | High correlation |
ip_country is highly overall correlated with country_risk_ip and 3 other fields | High correlation |
ip_proxy_vpn_tor is highly overall correlated with sanctions_screening_hit | High correlation |
issuing_or_acquiring is highly overall correlated with pix and 4 other fields | High correlation |
payment_method is highly overall correlated with pix and 2 other fields | High correlation |
pix is highly overall correlated with auth_3ds and 9 other fields | High correlation |
pix_flow is highly overall correlated with currency and 7 other fields | High correlation |
receiver_country is highly overall correlated with country_risk_geo and 5 other fields | High correlation |
receiver_entity_type is highly overall correlated with issuing_or_acquiring and 2 other fields | High correlation |
sanctions_screening_hit is highly overall correlated with auth_3ds and 7 other fields | High correlation |
sender_country is highly overall correlated with country_risk_ip and 2 other fields | High correlation |
sender_entity_type is highly overall correlated with issuing_or_acquiring and 2 other fields | High correlation |
transaction_type is highly overall correlated with auth_3ds and 8 other fields | High correlation |
sender_entity_type is highly imbalanced (52.9%) | Imbalance |
currency is highly imbalanced (82.0%) | Imbalance |
fx_to_brl is highly imbalanced (82.0%) | Imbalance |
status is highly imbalanced (73.6%) | Imbalance |
pix_flow is highly imbalanced (52.9%) | Imbalance |
geo_country is highly imbalanced (67.3%) | Imbalance |
ip_country is highly imbalanced (91.4%) | Imbalance |
ip_anomaly is highly imbalanced (96.5%) | Imbalance |
device_rooted is highly imbalanced (80.5%) | Imbalance |
sender_country is highly imbalanced (94.5%) | Imbalance |
receiver_country is highly imbalanced (70.4%) | Imbalance |
country_risk_geo is highly imbalanced (85.6%) | Imbalance |
country_risk_ip is highly imbalanced (93.7%) | Imbalance |
country_risk_sender is highly imbalanced (97.6%) | Imbalance |
country_risk_receiver is highly imbalanced (87.0%) | Imbalance |
sanctions_screening_hit is highly imbalanced (99.9%) | Imbalance |
payment_method has 34070 (65.5%) missing values | Missing |
issuing_or_acquiring has 34070 (65.5%) missing values | Missing |
pix_flow has 20453 (39.3%) missing values | Missing |
card_brand has 34070 (65.5%) missing values | Missing |
card_present has 34070 (65.5%) missing values | Missing |
auth_3ds has 44905 (86.4%) missing values | Missing |
eci has 44905 (86.4%) missing values | Missing |
ip_proxy_vpn_tor has 48337 (93.0%) missing values | Missing |
transaction_id has unique values | Unique |
device_fingerprint has unique values | Unique |
ip_address has unique values | Unique |
Reproduction
| Analysis started | 2026-02-07 14:28:08.204721 |
|---|---|
| Analysis finished | 2026-02-07 14:28:17.631206 |
| Duration | 9.43 seconds |
| Software version | ydata-profiling vv4.18.1 |
| Download configuration | config.json |
Variables
transaction_id
Text
Unique
| Distinct | 52000 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 3.1 MiB |
Length
| Max length | 13 |
|---|---|
| Median length | 13 |
| Mean length | 13 |
| Min length | 13 |
Unique
| Unique | 52000 ? |
|---|---|
| Unique (%) | 100.0% |
Sample
| 1st row | T9HIMVHJ8TMK7 |
|---|---|
| 2nd row | TRY1GG0393ZEQ |
| 3rd row | TYVX10N3OXT1H |
| 4th row | TEXB9LV0C1BOI |
| 5th row | T9HZ6Z1DWO12V |
| Value | Count | Frequency (%) |
| t9himvhj8tmk7 | 1 | < 0.1% |
| try1gg0393zeq | 1 | < 0.1% |
| tyvx10n3oxt1h | 1 | < 0.1% |
| texb9lv0c1boi | 1 | < 0.1% |
| t9hz6z1dwo12v | 1 | < 0.1% |
| t394id0rl2n3l | 1 | < 0.1% |
| tpqmbmp27ngzk | 1 | < 0.1% |
| t1aj938l2psxf | 1 | < 0.1% |
| tx0gk853yyawo | 1 | < 0.1% |
| tuilbkr4582ye | 1 | < 0.1% |
| Other values (51990) | 51990 |
Most occurring characters
| Value | Count | Frequency (%) |
| T | 69433 | 10.3% |
| B | 17579 | 2.6% |
| R | 17565 | 2.6% |
| 9 | 17565 | 2.6% |
| I | 17515 | 2.6% |
| D | 17506 | 2.6% |
| C | 17494 | 2.6% |
| U | 17485 | 2.6% |
| 2 | 17482 | 2.6% |
| 5 | 17479 | 2.6% |
| Other values (26) | 448897 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 676000 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| T | 69433 | 10.3% |
| B | 17579 | 2.6% |
| R | 17565 | 2.6% |
| 9 | 17565 | 2.6% |
| I | 17515 | 2.6% |
| D | 17506 | 2.6% |
| C | 17494 | 2.6% |
| U | 17485 | 2.6% |
| 2 | 17482 | 2.6% |
| 5 | 17479 | 2.6% |
| Other values (26) | 448897 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 676000 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| T | 69433 | 10.3% |
| B | 17579 | 2.6% |
| R | 17565 | 2.6% |
| 9 | 17565 | 2.6% |
| I | 17515 | 2.6% |
| D | 17506 | 2.6% |
| C | 17494 | 2.6% |
| U | 17485 | 2.6% |
| 2 | 17482 | 2.6% |
| 5 | 17479 | 2.6% |
| Other values (26) | 448897 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 676000 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| T | 69433 | 10.3% |
| B | 17579 | 2.6% |
| R | 17565 | 2.6% |
| 9 | 17565 | 2.6% |
| I | 17515 | 2.6% |
| D | 17506 | 2.6% |
| C | 17494 | 2.6% |
| U | 17485 | 2.6% |
| 2 | 17482 | 2.6% |
| 5 | 17479 | 2.6% |
| Other values (26) | 448897 |
timestamp
Date
| Distinct | 51837 |
|---|---|
| Distinct (%) | 99.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 406.4 KiB |
| Minimum | 2025-07-01 00:09:59 |
|---|---|
| Maximum | 2025-10-04 23:58:57 |
| Invalid dates | 0 |
| Invalid dates (%) | 0.0% |
transaction_type
Categorical
High correlation
| Distinct | 3 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 2.6 MiB |
| PIX | |
|---|---|
| Card | |
| Wire | 2523 |
Length
| Max length | 4 |
|---|---|
| Median length | 3 |
| Mean length | 3.3933269 |
| Min length | 3 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | PIX |
|---|---|
| 2nd row | PIX |
| 3rd row | PIX |
| 4th row | PIX |
| 5th row | PIX |
Common Values
| Value | Count | Frequency (%) |
| PIX | 31547 | |
| Card | 17930 | |
| Wire | 2523 | 4.9% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| pix | 31547 | |
| card | 17930 | |
| wire | 2523 | 4.9% |
Most occurring characters
| Value | Count | Frequency (%) |
| P | 31547 | |
| I | 31547 | |
| X | 31547 | |
| r | 20453 | |
| C | 17930 | |
| a | 17930 | |
| d | 17930 | |
| W | 2523 | 1.4% |
| i | 2523 | 1.4% |
| e | 2523 | 1.4% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 176453 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| P | 31547 | |
| I | 31547 | |
| X | 31547 | |
| r | 20453 | |
| C | 17930 | |
| a | 17930 | |
| d | 17930 | |
| W | 2523 | 1.4% |
| i | 2523 | 1.4% |
| e | 2523 | 1.4% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 176453 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| P | 31547 | |
| I | 31547 | |
| X | 31547 | |
| r | 20453 | |
| C | 17930 | |
| a | 17930 | |
| d | 17930 | |
| W | 2523 | 1.4% |
| i | 2523 | 1.4% |
| e | 2523 | 1.4% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 176453 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| P | 31547 | |
| I | 31547 | |
| X | 31547 | |
| r | 20453 | |
| C | 17930 | |
| a | 17930 | |
| d | 17930 | |
| W | 2523 | 1.4% |
| i | 2523 | 1.4% |
| e | 2523 | 1.4% |
sender_id
Text
| Distinct | 3497 |
|---|---|
| Distinct (%) | 6.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 2.8 MiB |
Length
| Max length | 7 |
|---|---|
| Median length | 7 |
| Mean length | 7 |
| Min length | 7 |
Unique
| Unique | 28 ? |
|---|---|
| Unique (%) | 0.1% |
Sample
| 1st row | C100602 |
|---|---|
| 2nd row | C101190 |
| 3rd row | C101811 |
| 4th row | C100023 |
| 5th row | M200612 |
| Value | Count | Frequency (%) |
| c101341 | 36 | 0.1% |
| c100590 | 35 | 0.1% |
| c100932 | 33 | 0.1% |
| c101048 | 32 | 0.1% |
| c101647 | 32 | 0.1% |
| c101874 | 32 | 0.1% |
| c100611 | 31 | 0.1% |
| c102348 | 31 | 0.1% |
| c100418 | 30 | 0.1% |
| c100274 | 30 | 0.1% |
| Other values (3487) | 51678 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 92386 | |
| 1 | 81810 | |
| C | 46760 | |
| 2 | 31222 | 8.6% |
| 4 | 16695 | 4.6% |
| 3 | 16541 | 4.5% |
| 7 | 14916 | 4.1% |
| 6 | 14768 | 4.1% |
| 8 | 14626 | 4.0% |
| 5 | 14568 | 4.0% |
| Other values (2) | 19708 | 5.4% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 364000 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 0 | 92386 | |
| 1 | 81810 | |
| C | 46760 | |
| 2 | 31222 | 8.6% |
| 4 | 16695 | 4.6% |
| 3 | 16541 | 4.5% |
| 7 | 14916 | 4.1% |
| 6 | 14768 | 4.1% |
| 8 | 14626 | 4.0% |
| 5 | 14568 | 4.0% |
| Other values (2) | 19708 | 5.4% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 364000 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 0 | 92386 | |
| 1 | 81810 | |
| C | 46760 | |
| 2 | 31222 | 8.6% |
| 4 | 16695 | 4.6% |
| 3 | 16541 | 4.5% |
| 7 | 14916 | 4.1% |
| 6 | 14768 | 4.1% |
| 8 | 14626 | 4.0% |
| 5 | 14568 | 4.0% |
| Other values (2) | 19708 | 5.4% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 364000 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 0 | 92386 | |
| 1 | 81810 | |
| C | 46760 | |
| 2 | 31222 | 8.6% |
| 4 | 16695 | 4.6% |
| 3 | 16541 | 4.5% |
| 7 | 14916 | 4.1% |
| 6 | 14768 | 4.1% |
| 8 | 14626 | 4.0% |
| 5 | 14568 | 4.0% |
| Other values (2) | 19708 | 5.4% |
sender_entity_type
Categorical
High correlation Imbalance
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 2.8 MiB |
| customer | |
|---|---|
| merchant |
Length
| Max length | 8 |
|---|---|
| Median length | 8 |
| Mean length | 8 |
| Min length | 8 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | customer |
|---|---|
| 2nd row | customer |
| 3rd row | customer |
| 4th row | customer |
| 5th row | merchant |
Common Values
| Value | Count | Frequency (%) |
| customer | 46760 | |
| merchant | 5240 | 10.1% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| customer | 46760 | |
| merchant | 5240 | 10.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| c | 52000 | |
| m | 52000 | |
| t | 52000 | |
| e | 52000 | |
| r | 52000 | |
| s | 46760 | |
| u | 46760 | |
| o | 46760 | |
| h | 5240 | 1.3% |
| a | 5240 | 1.3% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 416000 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| c | 52000 | |
| m | 52000 | |
| t | 52000 | |
| e | 52000 | |
| r | 52000 | |
| s | 46760 | |
| u | 46760 | |
| o | 46760 | |
| h | 5240 | 1.3% |
| a | 5240 | 1.3% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 416000 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| c | 52000 | |
| m | 52000 | |
| t | 52000 | |
| e | 52000 | |
| r | 52000 | |
| s | 46760 | |
| u | 46760 | |
| o | 46760 | |
| h | 5240 | 1.3% |
| a | 5240 | 1.3% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 416000 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| c | 52000 | |
| m | 52000 | |
| t | 52000 | |
| e | 52000 | |
| r | 52000 | |
| s | 46760 | |
| u | 46760 | |
| o | 46760 | |
| h | 5240 | 1.3% |
| a | 5240 | 1.3% |
receiver_id
Text
| Distinct | 3485 |
|---|---|
| Distinct (%) | 6.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 2.8 MiB |
Length
| Max length | 7 |
|---|---|
| Median length | 7 |
| Mean length | 7 |
| Min length | 7 |
Unique
| Unique | 74 ? |
|---|---|
| Unique (%) | 0.1% |
Sample
| 1st row | M200223 |
|---|---|
| 2nd row | M200471 |
| 3rd row | C101070 |
| 4th row | C101820 |
| 5th row | C101267 |
| Value | Count | Frequency (%) |
| m200761 | 59 | 0.1% |
| m200143 | 58 | 0.1% |
| m200420 | 58 | 0.1% |
| m200385 | 58 | 0.1% |
| m200748 | 56 | 0.1% |
| m200324 | 56 | 0.1% |
| m200224 | 55 | 0.1% |
| m200972 | 55 | 0.1% |
| m200338 | 54 | 0.1% |
| m200075 | 54 | 0.1% |
| Other values (3475) | 51437 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 112052 | |
| 2 | 57425 | |
| M | 39170 | 10.8% |
| 1 | 33814 | 9.3% |
| 4 | 15996 | 4.4% |
| 3 | 15957 | 4.4% |
| 8 | 15423 | 4.2% |
| 5 | 15421 | 4.2% |
| 7 | 15398 | 4.2% |
| 6 | 15332 | 4.2% |
| Other values (2) | 28012 | 7.7% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 364000 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 0 | 112052 | |
| 2 | 57425 | |
| M | 39170 | 10.8% |
| 1 | 33814 | 9.3% |
| 4 | 15996 | 4.4% |
| 3 | 15957 | 4.4% |
| 8 | 15423 | 4.2% |
| 5 | 15421 | 4.2% |
| 7 | 15398 | 4.2% |
| 6 | 15332 | 4.2% |
| Other values (2) | 28012 | 7.7% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 364000 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 0 | 112052 | |
| 2 | 57425 | |
| M | 39170 | 10.8% |
| 1 | 33814 | 9.3% |
| 4 | 15996 | 4.4% |
| 3 | 15957 | 4.4% |
| 8 | 15423 | 4.2% |
| 5 | 15421 | 4.2% |
| 7 | 15398 | 4.2% |
| 6 | 15332 | 4.2% |
| Other values (2) | 28012 | 7.7% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 364000 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 0 | 112052 | |
| 2 | 57425 | |
| M | 39170 | 10.8% |
| 1 | 33814 | 9.3% |
| 4 | 15996 | 4.4% |
| 3 | 15957 | 4.4% |
| 8 | 15423 | 4.2% |
| 5 | 15421 | 4.2% |
| 7 | 15398 | 4.2% |
| 6 | 15332 | 4.2% |
| Other values (2) | 28012 | 7.7% |
receiver_entity_type
Categorical
High correlation
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 2.8 MiB |
| merchant | |
|---|---|
| customer |
Length
| Max length | 8 |
|---|---|
| Median length | 8 |
| Mean length | 8 |
| Min length | 8 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | merchant |
|---|---|
| 2nd row | merchant |
| 3rd row | customer |
| 4th row | customer |
| 5th row | customer |
Common Values
| Value | Count | Frequency (%) |
| merchant | 39170 | |
| customer | 12830 | 24.7% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| merchant | 39170 | |
| customer | 12830 | 24.7% |
Most occurring characters
| Value | Count | Frequency (%) |
| m | 52000 | |
| e | 52000 | |
| r | 52000 | |
| c | 52000 | |
| t | 52000 | |
| a | 39170 | |
| h | 39170 | |
| n | 39170 | |
| u | 12830 | 3.1% |
| s | 12830 | 3.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 416000 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| m | 52000 | |
| e | 52000 | |
| r | 52000 | |
| c | 52000 | |
| t | 52000 | |
| a | 39170 | |
| h | 39170 | |
| n | 39170 | |
| u | 12830 | 3.1% |
| s | 12830 | 3.1% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 416000 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| m | 52000 | |
| e | 52000 | |
| r | 52000 | |
| c | 52000 | |
| t | 52000 | |
| a | 39170 | |
| h | 39170 | |
| n | 39170 | |
| u | 12830 | 3.1% |
| s | 12830 | 3.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 416000 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| m | 52000 | |
| e | 52000 | |
| r | 52000 | |
| c | 52000 | |
| t | 52000 | |
| a | 39170 | |
| h | 39170 | |
| n | 39170 | |
| u | 12830 | 3.1% |
| s | 12830 | 3.1% |
amount_brl
Real number (ℝ)
High correlation
| Distinct | 50201 |
|---|---|
| Distinct (%) | 96.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4424.1896 |
| Minimum | 26.07 |
|---|---|
| Maximum | 140910.35 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 406.4 KiB |
Quantile statistics
| Minimum | 26.07 |
|---|---|
| 5-th percentile | 526.137 |
| Q1 | 1376.1975 |
| median | 2685.665 |
| Q3 | 5268.2475 |
| 95-th percentile | 13792.631 |
| Maximum | 140910.35 |
| Range | 140884.28 |
| Interquartile range (IQR) | 3892.05 |
Descriptive statistics
| Standard deviation | 5669.3072 |
|---|---|
| Coefficient of variation (CV) | 1.2814341 |
| Kurtosis | 48.104187 |
| Mean | 4424.1896 |
| Median Absolute Deviation (MAD) | 1599.86 |
| Skewness | 4.9509244 |
| Sum | 2.3005786 × 108 |
| Variance | 32141044 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 2872.36 | 4 | < 0.1% |
| 1395.3 | 3 | < 0.1% |
| 2593.24 | 3 | < 0.1% |
| 2009.85 | 3 | < 0.1% |
| 1525.5 | 3 | < 0.1% |
| 1334.41 | 3 | < 0.1% |
| 2617.04 | 3 | < 0.1% |
| 1427.75 | 3 | < 0.1% |
| 1502.5 | 3 | < 0.1% |
| 3063.56 | 3 | < 0.1% |
| Other values (50191) | 51969 |
| Value | Count | Frequency (%) |
| 26.07 | 1 | |
| 44.86 | 1 | |
| 48.73 | 1 | |
| 51.65 | 1 | |
| 51.78 | 1 | |
| 53.2 | 1 | |
| 53.39 | 1 | |
| 60.47 | 1 | |
| 63.14 | 1 | |
| 63.98 | 1 |
| Value | Count | Frequency (%) |
| 140910.35 | 1 | |
| 130114.24 | 1 | |
| 125782.45 | 1 | |
| 116387.08 | 1 | |
| 106455.07 | 1 | |
| 103439.38 | 1 | |
| 102037.12 | 1 | |
| 84323.52 | 1 | |
| 82628.68 | 1 | |
| 79147.97 | 1 |
amount_orig
Real number (ℝ)
High correlation
| Distinct | 50191 |
|---|---|
| Distinct (%) | 96.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4278.8679 |
| Minimum | 23.12 |
|---|---|
| Maximum | 130114.24 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 406.4 KiB |
Quantile statistics
| Minimum | 23.12 |
|---|---|
| 5-th percentile | 433.099 |
| Q1 | 1275.95 |
| median | 2563.795 |
| Q3 | 5100.9775 |
| 95-th percentile | 13558.234 |
| Maximum | 130114.24 |
| Range | 130091.12 |
| Interquartile range (IQR) | 3825.0275 |
Descriptive statistics
| Standard deviation | 5584.4542 |
|---|---|
| Coefficient of variation (CV) | 1.3051242 |
| Kurtosis | 44.139836 |
| Mean | 4278.8679 |
| Median Absolute Deviation (MAD) | 1581.145 |
| Skewness | 4.833793 |
| Sum | 2.2250113 × 108 |
| Variance | 31186129 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 2872.36 | 4 | < 0.1% |
| 2043.11 | 3 | < 0.1% |
| 2009.85 | 3 | < 0.1% |
| 1275.91 | 3 | < 0.1% |
| 1160.55 | 3 | < 0.1% |
| 616.15 | 3 | < 0.1% |
| 1427.75 | 3 | < 0.1% |
| 325.25 | 3 | < 0.1% |
| 1254.46 | 3 | < 0.1% |
| 2429.79 | 3 | < 0.1% |
| Other values (50181) | 51969 |
| Value | Count | Frequency (%) |
| 23.12 | 1 | |
| 26.07 | 1 | |
| 27.06 | 1 | |
| 28.13 | 1 | |
| 28.6 | 1 | |
| 29.01 | 1 | |
| 29.16 | 1 | |
| 29.24 | 1 | |
| 30.95 | 1 | |
| 31.22 | 1 |
| Value | Count | Frequency (%) |
| 130114.24 | 1 | |
| 125782.45 | 1 | |
| 116387.08 | 1 | |
| 106455.07 | 1 | |
| 103439.38 | 1 | |
| 102037.12 | 1 | |
| 84323.52 | 1 | |
| 82628.68 | 1 | |
| 79147.97 | 1 | |
| 76914.46 | 1 |
currency
Categorical
High correlation Imbalance
| Distinct | 3 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 2.6 MiB |
| BRL | |
|---|---|
| USD | 1067 |
| EUR | 1040 |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | BRL |
|---|---|
| 2nd row | BRL |
| 3rd row | BRL |
| 4th row | BRL |
| 5th row | BRL |
Common Values
| Value | Count | Frequency (%) |
| BRL | 49893 | |
| USD | 1067 | 2.1% |
| EUR | 1040 | 2.0% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| brl | 49893 | |
| usd | 1067 | 2.1% |
| eur | 1040 | 2.0% |
Most occurring characters
| Value | Count | Frequency (%) |
| R | 50933 | |
| B | 49893 | |
| L | 49893 | |
| U | 2107 | 1.4% |
| S | 1067 | 0.7% |
| D | 1067 | 0.7% |
| E | 1040 | 0.7% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 156000 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| R | 50933 | |
| B | 49893 | |
| L | 49893 | |
| U | 2107 | 1.4% |
| S | 1067 | 0.7% |
| D | 1067 | 0.7% |
| E | 1040 | 0.7% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 156000 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| R | 50933 | |
| B | 49893 | |
| L | 49893 | |
| U | 2107 | 1.4% |
| S | 1067 | 0.7% |
| D | 1067 | 0.7% |
| E | 1040 | 0.7% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 156000 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| R | 50933 | |
| B | 49893 | |
| L | 49893 | |
| U | 2107 | 1.4% |
| S | 1067 | 0.7% |
| D | 1067 | 0.7% |
| E | 1040 | 0.7% |
fx_to_brl
Categorical
High correlation Imbalance
| Distinct | 3 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 2.5 MiB |
| 1 | |
|---|---|
| 5 | 1067 |
| 6 | 1040 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1 |
|---|---|
| 2nd row | 1 |
| 3rd row | 1 |
| 4th row | 1 |
| 5th row | 1 |
Common Values
| Value | Count | Frequency (%) |
| 1 | 49893 | |
| 5 | 1067 | 2.1% |
| 6 | 1040 | 2.0% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 1 | 49893 | |
| 5 | 1067 | 2.1% |
| 6 | 1040 | 2.0% |
Most occurring characters
| Value | Count | Frequency (%) |
| 1 | 49893 | |
| 5 | 1067 | 2.1% |
| 6 | 1040 | 2.0% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 52000 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 1 | 49893 | |
| 5 | 1067 | 2.1% |
| 6 | 1040 | 2.0% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 52000 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 1 | 49893 | |
| 5 | 1067 | 2.1% |
| 6 | 1040 | 2.0% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 52000 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 1 | 49893 | |
| 5 | 1067 | 2.1% |
| 6 | 1040 | 2.0% |
status
Categorical
Imbalance
| Distinct | 4 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 2.9 MiB |
| Confirmed | |
|---|---|
| Pending | 2063 |
| Failed | 1071 |
| Chargeback | 1070 |
Length
| Max length | 10 |
|---|---|
| Median length | 9 |
| Mean length | 8.8794423 |
| Min length | 6 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Confirmed |
|---|---|
| 2nd row | Confirmed |
| 3rd row | Confirmed |
| 4th row | Confirmed |
| 5th row | Pending |
Common Values
| Value | Count | Frequency (%) |
| Confirmed | 47796 | |
| Pending | 2063 | 4.0% |
| Failed | 1071 | 2.1% |
| Chargeback | 1070 | 2.1% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| confirmed | 47796 | |
| pending | 2063 | 4.0% |
| failed | 1071 | 2.1% |
| chargeback | 1070 | 2.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 52000 | |
| n | 51922 | |
| d | 50930 | |
| i | 50930 | |
| r | 48866 | |
| C | 48866 | |
| o | 47796 | |
| f | 47796 | |
| m | 47796 | |
| a | 3211 | 0.7% |
| Other values (8) | 11618 | 2.5% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 461731 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| e | 52000 | |
| n | 51922 | |
| d | 50930 | |
| i | 50930 | |
| r | 48866 | |
| C | 48866 | |
| o | 47796 | |
| f | 47796 | |
| m | 47796 | |
| a | 3211 | 0.7% |
| Other values (8) | 11618 | 2.5% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 461731 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| e | 52000 | |
| n | 51922 | |
| d | 50930 | |
| i | 50930 | |
| r | 48866 | |
| C | 48866 | |
| o | 47796 | |
| f | 47796 | |
| m | 47796 | |
| a | 3211 | 0.7% |
| Other values (8) | 11618 | 2.5% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 461731 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| e | 52000 | |
| n | 51922 | |
| d | 50930 | |
| i | 50930 | |
| r | 48866 | |
| C | 48866 | |
| o | 47796 | |
| f | 47796 | |
| m | 47796 | |
| a | 3211 | 0.7% |
| Other values (8) | 11618 | 2.5% |
channel
Categorical
High correlation
| Distinct | 4 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 2.6 MiB |
| App | |
|---|---|
| API | |
| Terminal | |
| Web |
Length
| Max length | 8 |
|---|---|
| Median length | 3 |
| Mean length | 3.4957692 |
| Min length | 3 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | App |
|---|---|
| 2nd row | App |
| 3rd row | App |
| 4th row | App |
| 5th row | API |
Common Values
| Value | Count | Frequency (%) |
| App | 20893 | |
| API | 20843 | |
| Terminal | 5156 | 9.9% |
| Web | 5108 | 9.8% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| app | 20893 | |
| api | 20843 | |
| terminal | 5156 | 9.9% |
| web | 5108 | 9.8% |
Most occurring characters
| Value | Count | Frequency (%) |
| p | 41786 | |
| A | 41736 | |
| P | 20843 | |
| I | 20843 | |
| e | 10264 | 5.6% |
| T | 5156 | 2.8% |
| r | 5156 | 2.8% |
| m | 5156 | 2.8% |
| i | 5156 | 2.8% |
| n | 5156 | 2.8% |
| Other values (4) | 20528 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 181780 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| p | 41786 | |
| A | 41736 | |
| P | 20843 | |
| I | 20843 | |
| e | 10264 | 5.6% |
| T | 5156 | 2.8% |
| r | 5156 | 2.8% |
| m | 5156 | 2.8% |
| i | 5156 | 2.8% |
| n | 5156 | 2.8% |
| Other values (4) | 20528 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 181780 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| p | 41786 | |
| A | 41736 | |
| P | 20843 | |
| I | 20843 | |
| e | 10264 | 5.6% |
| T | 5156 | 2.8% |
| r | 5156 | 2.8% |
| m | 5156 | 2.8% |
| i | 5156 | 2.8% |
| n | 5156 | 2.8% |
| Other values (4) | 20528 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 181780 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| p | 41786 | |
| A | 41736 | |
| P | 20843 | |
| I | 20843 | |
| e | 10264 | 5.6% |
| T | 5156 | 2.8% |
| r | 5156 | 2.8% |
| m | 5156 | 2.8% |
| i | 5156 | 2.8% |
| n | 5156 | 2.8% |
| Other values (4) | 20528 |
capture_method
Categorical
High correlation
| Distinct | 11 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 2.8 MiB |
| QR Dynamic | |
|---|---|
| CopyPaste | |
| QR Static | |
| Pix Key | |
| Magstripe | |
| Other values (6) |
Length
| Max length | 10 |
|---|---|
| Median length | 9 |
| Mean length | 7.6961731 |
| Min length | 3 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | CopyPaste |
|---|---|
| 2nd row | Pix Key |
| 3rd row | CopyPaste |
| 4th row | Pix Key |
| 5th row | QR Static |
Common Values
| Value | Count | Frequency (%) |
| QR Dynamic | 7956 | |
| CopyPaste | 7946 | |
| QR Static | 7859 | |
| Pix Key | 7786 | |
| Magstripe | 3655 | |
| Chip | 3612 | |
| MOTO | 3579 | |
| NFC | 3568 | |
| E-commerce | 3516 | |
| SWIFT | 1271 | 2.4% |
Length
| Value | Count | Frequency (%) |
| qr | 15815 | |
| dynamic | 7956 | |
| copypaste | 7946 | |
| static | 7859 | |
| pix | 7786 | |
| key | 7786 | |
| magstripe | 3655 | 4.8% |
| chip | 3612 | 4.8% |
| moto | 3579 | 4.7% |
| nfc | 3568 | 4.7% |
| Other values (3) | 6039 | 8.0% |
Most occurring characters
| Value | Count | Frequency (%) |
| i | 32120 | 8.0% |
| t | 28571 | 7.1% |
| e | 27671 | 6.9% |
| a | 27416 | 6.9% |
| c | 24099 | 6.0% |
| y | 23688 | 5.9% |
| 23601 | 5.9% | |
| m | 16240 | 4.1% |
| R | 15815 | 4.0% |
| Q | 15815 | 4.0% |
| Other values (22) | 165165 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 400201 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| i | 32120 | 8.0% |
| t | 28571 | 7.1% |
| e | 27671 | 6.9% |
| a | 27416 | 6.9% |
| c | 24099 | 6.0% |
| y | 23688 | 5.9% |
| 23601 | 5.9% | |
| m | 16240 | 4.1% |
| R | 15815 | 4.0% |
| Q | 15815 | 4.0% |
| Other values (22) | 165165 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 400201 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| i | 32120 | 8.0% |
| t | 28571 | 7.1% |
| e | 27671 | 6.9% |
| a | 27416 | 6.9% |
| c | 24099 | 6.0% |
| y | 23688 | 5.9% |
| 23601 | 5.9% | |
| m | 16240 | 4.1% |
| R | 15815 | 4.0% |
| Q | 15815 | 4.0% |
| Other values (22) | 165165 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 400201 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| i | 32120 | 8.0% |
| t | 28571 | 7.1% |
| e | 27671 | 6.9% |
| a | 27416 | 6.9% |
| c | 24099 | 6.0% |
| y | 23688 | 5.9% |
| 23601 | 5.9% | |
| m | 16240 | 4.1% |
| R | 15815 | 4.0% |
| Q | 15815 | 4.0% |
| Other values (22) | 165165 |
payment_method
Categorical
High correlation Missing
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 34070 |
| Missing (%) | 65.5% |
| Memory size | 2.8 MiB |
| credit | |
|---|---|
| debit |
Length
| Max length | 6 |
|---|---|
| Median length | 6 |
| Mean length | 5.5029002 |
| Min length | 5 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | credit |
|---|---|
| 2nd row | credit |
| 3rd row | credit |
| 4th row | credit |
| 5th row | credit |
Common Values
| Value | Count | Frequency (%) |
| credit | 9017 | 17.3% |
| debit | 8913 | 17.1% |
| (Missing) | 34070 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| credit | 9017 | |
| debit | 8913 |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 17930 | |
| i | 17930 | |
| d | 17930 | |
| t | 17930 | |
| c | 9017 | |
| r | 9017 | |
| b | 8913 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 98667 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| e | 17930 | |
| i | 17930 | |
| d | 17930 | |
| t | 17930 | |
| c | 9017 | |
| r | 9017 | |
| b | 8913 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 98667 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| e | 17930 | |
| i | 17930 | |
| d | 17930 | |
| t | 17930 | |
| c | 9017 | |
| r | 9017 | |
| b | 8913 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 98667 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| e | 17930 | |
| i | 17930 | |
| d | 17930 | |
| t | 17930 | |
| c | 9017 | |
| r | 9017 | |
| b | 8913 |
installments
Real number (ℝ)
High correlation
| Distinct | 8 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.3503654 |
| Minimum | 1 |
|---|---|
| Maximum | 12 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 406.4 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 1 |
| median | 1 |
| Q3 | 1 |
| 95-th percentile | 3 |
| Maximum | 12 |
| Range | 11 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 1.5343631 |
|---|---|
| Coefficient of variation (CV) | 1.1362577 |
| Kurtosis | 25.802538 |
| Mean | 1.3503654 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 5.0134083 |
| Sum | 70219 |
| Variance | 2.3542701 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1 | 48283 | |
| 2 | 713 | 1.4% |
| 6 | 698 | 1.3% |
| 8 | 561 | 1.1% |
| 3 | 546 | 1.1% |
| 10 | 452 | 0.9% |
| 4 | 411 | 0.8% |
| 12 | 336 | 0.6% |
| Value | Count | Frequency (%) |
| 1 | 48283 | |
| 2 | 713 | 1.4% |
| 3 | 546 | 1.1% |
| 4 | 411 | 0.8% |
| 6 | 698 | 1.3% |
| 8 | 561 | 1.1% |
| 10 | 452 | 0.9% |
| 12 | 336 | 0.6% |
| Value | Count | Frequency (%) |
| 12 | 336 | 0.6% |
| 10 | 452 | 0.9% |
| 8 | 561 | 1.1% |
| 6 | 698 | 1.3% |
| 4 | 411 | 0.8% |
| 3 | 546 | 1.1% |
| 2 | 713 | 1.4% |
| 1 | 48283 |
issuing_or_acquiring
Categorical
High correlation Missing
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 34070 |
| Missing (%) | 65.5% |
| Memory size | 2.8 MiB |
| acquiring | |
|---|---|
| issuing |
Length
| Max length | 9 |
|---|---|
| Median length | 9 |
| Mean length | 8.5020636 |
| Min length | 7 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | acquiring |
|---|---|
| 2nd row | acquiring |
| 3rd row | acquiring |
| 4th row | issuing |
| 5th row | issuing |
Common Values
| Value | Count | Frequency (%) |
| acquiring | 13466 | 25.9% |
| issuing | 4464 | 8.6% |
| (Missing) | 34070 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| acquiring | 13466 | |
| issuing | 4464 | 24.9% |
Most occurring characters
| Value | Count | Frequency (%) |
| i | 35860 | |
| g | 17930 | |
| u | 17930 | |
| n | 17930 | |
| a | 13466 | 8.8% |
| c | 13466 | 8.8% |
| q | 13466 | 8.8% |
| r | 13466 | 8.8% |
| s | 8928 | 5.9% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 152442 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| i | 35860 | |
| g | 17930 | |
| u | 17930 | |
| n | 17930 | |
| a | 13466 | 8.8% |
| c | 13466 | 8.8% |
| q | 13466 | 8.8% |
| r | 13466 | 8.8% |
| s | 8928 | 5.9% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 152442 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| i | 35860 | |
| g | 17930 | |
| u | 17930 | |
| n | 17930 | |
| a | 13466 | 8.8% |
| c | 13466 | 8.8% |
| q | 13466 | 8.8% |
| r | 13466 | 8.8% |
| s | 8928 | 5.9% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 152442 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| i | 35860 | |
| g | 17930 | |
| u | 17930 | |
| n | 17930 | |
| a | 13466 | 8.8% |
| c | 13466 | 8.8% |
| q | 13466 | 8.8% |
| r | 13466 | 8.8% |
| s | 8928 | 5.9% |
pix
Boolean
High correlation
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 50.9 KiB |
| True | |
|---|---|
| False |
| Value | Count | Frequency (%) |
| True | 31547 | |
| False | 20453 |
pix_flow
Categorical
High correlation Imbalance Missing
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 20453 |
| Missing (%) | 39.3% |
| Memory size | 2.8 MiB |
| cash_out | |
|---|---|
| cash_in |
Length
| Max length | 8 |
|---|---|
| Median length | 8 |
| Mean length | 7.8993882 |
| Min length | 7 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | cash_out |
|---|---|
| 2nd row | cash_out |
| 3rd row | cash_out |
| 4th row | cash_out |
| 5th row | cash_in |
Common Values
| Value | Count | Frequency (%) |
| cash_out | 28373 | |
| cash_in | 3174 | 6.1% |
| (Missing) | 20453 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| cash_out | 28373 | |
| cash_in | 3174 | 10.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| c | 31547 | |
| a | 31547 | |
| s | 31547 | |
| h | 31547 | |
| _ | 31547 | |
| o | 28373 | |
| u | 28373 | |
| t | 28373 | |
| i | 3174 | 1.3% |
| n | 3174 | 1.3% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 249202 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| c | 31547 | |
| a | 31547 | |
| s | 31547 | |
| h | 31547 | |
| _ | 31547 | |
| o | 28373 | |
| u | 28373 | |
| t | 28373 | |
| i | 3174 | 1.3% |
| n | 3174 | 1.3% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 249202 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| c | 31547 | |
| a | 31547 | |
| s | 31547 | |
| h | 31547 | |
| _ | 31547 | |
| o | 28373 | |
| u | 28373 | |
| t | 28373 | |
| i | 3174 | 1.3% |
| n | 3174 | 1.3% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 249202 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| c | 31547 | |
| a | 31547 | |
| s | 31547 | |
| h | 31547 | |
| _ | 31547 | |
| o | 28373 | |
| u | 28373 | |
| t | 28373 | |
| i | 3174 | 1.3% |
| n | 3174 | 1.3% |
card_brand
Categorical
High correlation Missing
| Distinct | 5 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 34070 |
| Missing (%) | 65.5% |
| Memory size | 2.8 MiB |
| Visa | |
|---|---|
| Mastercard | |
| Amex | |
| Elo | |
| Hipercard | 546 |
Length
| Max length | 10 |
|---|---|
| Median length | 4 |
| Mean length | 6.4876185 |
| Min length | 3 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Visa |
|---|---|
| 2nd row | Elo |
| 3rd row | Mastercard |
| 4th row | Visa |
| 5th row | Visa |
Common Values
| Value | Count | Frequency (%) |
| Visa | 8041 | 15.5% |
| Mastercard | 7156 | 13.8% |
| Amex | 1124 | 2.2% |
| Elo | 1063 | 2.0% |
| Hipercard | 546 | 1.1% |
| (Missing) | 34070 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| visa | 8041 | |
| mastercard | 7156 | |
| amex | 1124 | 6.3% |
| elo | 1063 | 5.9% |
| hipercard | 546 | 3.0% |
Most occurring characters
| Value | Count | Frequency (%) |
| a | 22899 | |
| r | 15404 | |
| s | 15197 | |
| e | 8826 | 7.6% |
| i | 8587 | 7.4% |
| V | 8041 | 6.9% |
| c | 7702 | 6.6% |
| d | 7702 | 6.6% |
| t | 7156 | 6.2% |
| M | 7156 | 6.2% |
| Other values (8) | 7653 | 6.6% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 116323 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| a | 22899 | |
| r | 15404 | |
| s | 15197 | |
| e | 8826 | 7.6% |
| i | 8587 | 7.4% |
| V | 8041 | 6.9% |
| c | 7702 | 6.6% |
| d | 7702 | 6.6% |
| t | 7156 | 6.2% |
| M | 7156 | 6.2% |
| Other values (8) | 7653 | 6.6% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 116323 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| a | 22899 | |
| r | 15404 | |
| s | 15197 | |
| e | 8826 | 7.6% |
| i | 8587 | 7.4% |
| V | 8041 | 6.9% |
| c | 7702 | 6.6% |
| d | 7702 | 6.6% |
| t | 7156 | 6.2% |
| M | 7156 | 6.2% |
| Other values (8) | 7653 | 6.6% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 116323 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| a | 22899 | |
| r | 15404 | |
| s | 15197 | |
| e | 8826 | 7.6% |
| i | 8587 | 7.4% |
| V | 8041 | 6.9% |
| c | 7702 | 6.6% |
| d | 7702 | 6.6% |
| t | 7156 | 6.2% |
| M | 7156 | 6.2% |
| Other values (8) | 7653 | 6.6% |
card_present
Boolean
High correlation Missing
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 34070 |
| Missing (%) | 65.5% |
| Memory size | 101.7 KiB |
| True | |
|---|---|
| False | |
| (Missing) |
| Value | Count | Frequency (%) |
| True | 10835 | 20.8% |
| False | 7095 | 13.6% |
| (Missing) | 34070 |
auth_3ds
Boolean
High correlation Missing
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 44905 |
| Missing (%) | 86.4% |
| Memory size | 101.7 KiB |
| False | |
|---|---|
| True | 2462 |
| (Missing) |
| Value | Count | Frequency (%) |
| False | 4633 | 8.9% |
| True | 2462 | 4.7% |
| (Missing) | 44905 |
eci
Categorical
High correlation Missing
| Distinct | 3 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 44905 |
| Missing (%) | 86.4% |
| Memory size | 2.8 MiB |
| 7.0 | |
|---|---|
| 5.0 | |
| 6.0 |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 7.0 |
|---|---|
| 2nd row | 6.0 |
| 3rd row | 6.0 |
| 4th row | 7.0 |
| 5th row | 5.0 |
Common Values
| Value | Count | Frequency (%) |
| 7.0 | 4728 | 9.1% |
| 5.0 | 1184 | 2.3% |
| 6.0 | 1183 | 2.3% |
| (Missing) | 44905 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 7.0 | 4728 | |
| 5.0 | 1184 | 16.7% |
| 6.0 | 1183 | 16.7% |
Most occurring characters
| Value | Count | Frequency (%) |
| . | 7095 | |
| 0 | 7095 | |
| 7 | 4728 | |
| 5 | 1184 | 5.6% |
| 6 | 1183 | 5.6% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 21285 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| . | 7095 | |
| 0 | 7095 | |
| 7 | 4728 | |
| 5 | 1184 | 5.6% |
| 6 | 1183 | 5.6% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 21285 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| . | 7095 | |
| 0 | 7095 | |
| 7 | 4728 | |
| 5 | 1184 | 5.6% |
| 6 | 1183 | 5.6% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 21285 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| . | 7095 | |
| 0 | 7095 | |
| 7 | 4728 | |
| 5 | 1184 | 5.6% |
| 6 | 1183 | 5.6% |
mcc
Real number (ℝ)
| Distinct | 14 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 5596.0916 |
| Minimum | 4111 |
|---|---|
| Maximum | 7995 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 406.4 KiB |
Quantile statistics
| Minimum | 4111 |
|---|---|
| 5-th percentile | 4111 |
| Q1 | 4829 |
| median | 5732 |
| Q3 | 6011 |
| 95-th percentile | 7995 |
| Maximum | 7995 |
| Range | 3884 |
| Interquartile range (IQR) | 1182 |
Descriptive statistics
| Standard deviation | 880.74155 |
|---|---|
| Coefficient of variation (CV) | 0.15738512 |
| Kurtosis | 1.2758465 |
| Mean | 5596.0916 |
| Median Absolute Deviation (MAD) | 321 |
| Skewness | 0.80401124 |
| Sum | 2.9099676 × 108 |
| Variance | 775705.68 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 5999 | 4377 | 8.4% |
| 6051 | 4108 | 7.9% |
| 4829 | 3966 | 7.6% |
| 5945 | 3955 | 7.6% |
| 4814 | 3950 | 7.6% |
| 6011 | 3733 | 7.2% |
| 4111 | 3726 | 7.2% |
| 5411 | 3681 | 7.1% |
| 4789 | 3672 | 7.1% |
| 5732 | 3589 | 6.9% |
| Other values (4) | 13243 |
| Value | Count | Frequency (%) |
| 4111 | 3726 | |
| 4789 | 3672 | |
| 4814 | 3950 | |
| 4829 | 3966 | |
| 4900 | 3445 | |
| 5411 | 3681 | |
| 5732 | 3589 | |
| 5812 | 3167 | |
| 5945 | 3955 | |
| 5999 | 4377 |
| Value | Count | Frequency (%) |
| 7995 | 3306 | |
| 6211 | 3325 | |
| 6051 | 4108 | |
| 6011 | 3733 | |
| 5999 | 4377 | |
| 5945 | 3955 | |
| 5812 | 3167 | |
| 5732 | 3589 | |
| 5411 | 3681 | |
| 4900 | 3445 |
geo_country
Categorical
High correlation Imbalance
| Distinct | 20 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 2.5 MiB |
| BR | |
|---|---|
| US | 2287 |
| DE | 1286 |
| AE | 1029 |
| PT | 920 |
| Other values (15) |
Length
| Max length | 2 |
|---|---|
| Median length | 2 |
| Mean length | 2 |
| Min length | 2 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | BR |
|---|---|
| 2nd row | BR |
| 3rd row | BR |
| 4th row | BR |
| 5th row | BR |
Common Values
| Value | Count | Frequency (%) |
| BR | 41887 | |
| US | 2287 | 4.4% |
| DE | 1286 | 2.5% |
| AE | 1029 | 2.0% |
| PT | 920 | 1.8% |
| GB | 764 | 1.5% |
| ES | 756 | 1.5% |
| FR | 580 | 1.1% |
| CN | 547 | 1.1% |
| RU | 373 | 0.7% |
| Other values (10) | 1571 | 3.0% |
Length
| Value | Count | Frequency (%) |
| br | 41887 | |
| us | 2287 | 4.4% |
| de | 1286 | 2.5% |
| ae | 1029 | 2.0% |
| pt | 920 | 1.8% |
| gb | 764 | 1.5% |
| es | 756 | 1.5% |
| fr | 580 | 1.1% |
| cn | 547 | 1.1% |
| ru | 373 | 0.7% |
| Other values (10) | 1571 | 3.0% |
Most occurring characters
| Value | Count | Frequency (%) |
| R | 43267 | |
| B | 42816 | |
| E | 3410 | 3.3% |
| S | 3128 | 3.0% |
| U | 2660 | 2.6% |
| A | 1447 | 1.4% |
| D | 1286 | 1.2% |
| P | 1110 | 1.1% |
| T | 920 | 0.9% |
| G | 764 | 0.7% |
| Other values (9) | 3192 | 3.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 104000 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| R | 43267 | |
| B | 42816 | |
| E | 3410 | 3.3% |
| S | 3128 | 3.0% |
| U | 2660 | 2.6% |
| A | 1447 | 1.4% |
| D | 1286 | 1.2% |
| P | 1110 | 1.1% |
| T | 920 | 0.9% |
| G | 764 | 0.7% |
| Other values (9) | 3192 | 3.1% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 104000 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| R | 43267 | |
| B | 42816 | |
| E | 3410 | 3.3% |
| S | 3128 | 3.0% |
| U | 2660 | 2.6% |
| A | 1447 | 1.4% |
| D | 1286 | 1.2% |
| P | 1110 | 1.1% |
| T | 920 | 0.9% |
| G | 764 | 0.7% |
| Other values (9) | 3192 | 3.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 104000 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| R | 43267 | |
| B | 42816 | |
| E | 3410 | 3.3% |
| S | 3128 | 3.0% |
| U | 2660 | 2.6% |
| A | 1447 | 1.4% |
| D | 1286 | 1.2% |
| P | 1110 | 1.1% |
| T | 920 | 0.9% |
| G | 764 | 0.7% |
| Other values (9) | 3192 | 3.1% |
geolocation_lat
Real number (ℝ)
High correlation
| Distinct | 51973 |
|---|---|
| Distinct (%) | 99.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -4.1711939 |
| Minimum | -54.95725 |
|---|---|
| Maximum | 81.906848 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 36421 |
| Negative (%) | 70.0% |
| Memory size | 406.4 KiB |
Quantile statistics
| Minimum | -54.95725 |
|---|---|
| 5-th percentile | -31.416694 |
| Q1 | -21.830255 |
| median | -9.810809 |
| Q3 | 2.3389425 |
| 95-th percentile | 48.367944 |
| Maximum | 81.906848 |
| Range | 136.8641 |
| Interquartile range (IQR) | 24.169197 |
Descriptive statistics
| Standard deviation | 24.088601 |
|---|---|
| Coefficient of variation (CV) | -5.7749894 |
| Kurtosis | 0.36806882 |
| Mean | -4.1711939 |
| Median Absolute Deviation (MAD) | 12.076955 |
| Skewness | 1.0988841 |
| Sum | -216902.08 |
| Variance | 580.26068 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| -6.876567 | 2 | < 0.1% |
| -4.334127 | 2 | < 0.1% |
| 39.152063 | 2 | < 0.1% |
| -29.367525 | 2 | < 0.1% |
| -0.410159 | 2 | < 0.1% |
| -23.069856 | 2 | < 0.1% |
| 0.812028 | 2 | < 0.1% |
| -17.198312 | 2 | < 0.1% |
| -1.00098 | 2 | < 0.1% |
| -29.586894 | 2 | < 0.1% |
| Other values (51963) | 51980 |
| Value | Count | Frequency (%) |
| -54.95725 | 1 | |
| -54.392967 | 1 | |
| -54.300627 | 1 | |
| -53.96935 | 1 | |
| -53.941828 | 1 | |
| -53.92823 | 1 | |
| -53.825232 | 1 | |
| -53.818774 | 1 | |
| -53.796788 | 1 | |
| -53.67298 | 1 |
| Value | Count | Frequency (%) |
| 81.906848 | 1 | |
| 81.853442 | 1 | |
| 81.800799 | 1 | |
| 81.747334 | 1 | |
| 81.687958 | 1 | |
| 81.655761 | 1 | |
| 81.505685 | 1 | |
| 81.374609 | 1 | |
| 81.33931 | 1 | |
| 81.306539 | 1 |
geolocation_lon
Real number (ℝ)
High correlation
| Distinct | 51977 |
|---|---|
| Distinct (%) | > 99.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -44.021573 |
| Minimum | -124.99382 |
|---|---|
| Maximum | 178.80549 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 46796 |
| Negative (%) | 90.0% |
| Memory size | 406.4 KiB |
Quantile statistics
| Minimum | -124.99382 |
|---|---|
| 5-th percentile | -73.337051 |
| Q1 | -64.139658 |
| median | -52.212219 |
| Q3 | -39.961913 |
| 95-th percentile | 47.149345 |
| Maximum | 178.80549 |
| Range | 303.79931 |
| Interquartile range (IQR) | 24.177745 |
Descriptive statistics
| Standard deviation | 37.010005 |
|---|---|
| Coefficient of variation (CV) | -0.84072427 |
| Kurtosis | 6.8520364 |
| Mean | -44.021573 |
| Median Absolute Deviation (MAD) | 12.094706 |
| Skewness | 2.279144 |
| Sum | -2289121.8 |
| Variance | 1369.7405 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| -66.385225 | 2 | < 0.1% |
| -57.433178 | 2 | < 0.1% |
| -68.942624 | 2 | < 0.1% |
| -41.742585 | 2 | < 0.1% |
| -41.759375 | 2 | < 0.1% |
| -45.794863 | 2 | < 0.1% |
| -73.763934 | 2 | < 0.1% |
| -58.973943 | 2 | < 0.1% |
| -60.567534 | 2 | < 0.1% |
| -52.590699 | 2 | < 0.1% |
| Other values (51967) | 51980 |
| Value | Count | Frequency (%) |
| -124.993823 | 1 | |
| -124.980873 | 1 | |
| -124.974416 | 1 | |
| -124.969742 | 1 | |
| -124.947268 | 1 | |
| -124.929296 | 1 | |
| -124.916158 | 1 | |
| -124.903433 | 1 | |
| -124.834866 | 1 | |
| -124.792959 | 1 |
| Value | Count | Frequency (%) |
| 178.805489 | 1 | |
| 178.724699 | 1 | |
| 178.103844 | 1 | |
| 177.903879 | 1 | |
| 176.734313 | 1 | |
| 176.713301 | 1 | |
| 176.372476 | 1 | |
| 175.46741 | 1 | |
| 175.088528 | 1 | |
| 174.970738 | 1 |
ip_country
Categorical
High correlation Imbalance
| Distinct | 20 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 2.5 MiB |
| BR | |
|---|---|
| US | 296 |
| DE | 175 |
| AE | 170 |
| PT | 153 |
| Other values (15) | 1104 |
Length
| Max length | 2 |
|---|---|
| Median length | 2 |
| Mean length | 2 |
| Min length | 2 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | DE |
|---|---|
| 2nd row | BR |
| 3rd row | BR |
| 4th row | BR |
| 5th row | BR |
Common Values
| Value | Count | Frequency (%) |
| BR | 50102 | |
| US | 296 | 0.6% |
| DE | 175 | 0.3% |
| AE | 170 | 0.3% |
| PT | 153 | 0.3% |
| FR | 132 | 0.3% |
| GB | 119 | 0.2% |
| ES | 112 | 0.2% |
| CN | 99 | 0.2% |
| RU | 79 | 0.2% |
| Other values (10) | 563 | 1.1% |
Length
| Value | Count | Frequency (%) |
| br | 50102 | |
| us | 296 | 0.6% |
| de | 175 | 0.3% |
| ae | 170 | 0.3% |
| pt | 153 | 0.3% |
| fr | 132 | 0.3% |
| gb | 119 | 0.2% |
| es | 112 | 0.2% |
| cn | 99 | 0.2% |
| ru | 79 | 0.2% |
| Other values (10) | 563 | 1.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| R | 50429 | |
| B | 50295 | |
| E | 525 | 0.5% |
| S | 451 | 0.4% |
| U | 375 | 0.4% |
| A | 284 | 0.3% |
| Y | 233 | 0.2% |
| P | 213 | 0.2% |
| F | 182 | 0.2% |
| D | 175 | 0.2% |
| Other values (9) | 838 | 0.8% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 104000 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| R | 50429 | |
| B | 50295 | |
| E | 525 | 0.5% |
| S | 451 | 0.4% |
| U | 375 | 0.4% |
| A | 284 | 0.3% |
| Y | 233 | 0.2% |
| P | 213 | 0.2% |
| F | 182 | 0.2% |
| D | 175 | 0.2% |
| Other values (9) | 838 | 0.8% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 104000 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| R | 50429 | |
| B | 50295 | |
| E | 525 | 0.5% |
| S | 451 | 0.4% |
| U | 375 | 0.4% |
| A | 284 | 0.3% |
| Y | 233 | 0.2% |
| P | 213 | 0.2% |
| F | 182 | 0.2% |
| D | 175 | 0.2% |
| Other values (9) | 838 | 0.8% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 104000 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| R | 50429 | |
| B | 50295 | |
| E | 525 | 0.5% |
| S | 451 | 0.4% |
| U | 375 | 0.4% |
| A | 284 | 0.3% |
| Y | 233 | 0.2% |
| P | 213 | 0.2% |
| F | 182 | 0.2% |
| D | 175 | 0.2% |
| Other values (9) | 838 | 0.8% |
ip_anomaly
Boolean
High correlation Imbalance
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 50.9 KiB |
| False | |
|---|---|
| True | 190 |
| Value | Count | Frequency (%) |
| False | 51810 | |
| True | 190 | 0.4% |
ip_proxy_vpn_tor
Categorical
High correlation Missing
| Distinct | 3 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 48337 |
| Missing (%) | 93.0% |
| Memory size | 2.8 MiB |
| VPN | |
|---|---|
| Proxy | |
| Tor |
Length
| Max length | 5 |
|---|---|
| Median length | 3 |
| Mean length | 3.5438165 |
| Min length | 3 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | VPN |
|---|---|
| 2nd row | VPN |
| 3rd row | VPN |
| 4th row | VPN |
| 5th row | VPN |
Common Values
| Value | Count | Frequency (%) |
| VPN | 2124 | 4.1% |
| Proxy | 996 | 1.9% |
| Tor | 543 | 1.0% |
| (Missing) | 48337 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| vpn | 2124 | |
| proxy | 996 | |
| tor | 543 | 14.8% |
Most occurring characters
| Value | Count | Frequency (%) |
| P | 3120 | |
| V | 2124 | |
| N | 2124 | |
| r | 1539 | |
| o | 1539 | |
| x | 996 | 7.7% |
| y | 996 | 7.7% |
| T | 543 | 4.2% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 12981 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| P | 3120 | |
| V | 2124 | |
| N | 2124 | |
| r | 1539 | |
| o | 1539 | |
| x | 996 | 7.7% |
| y | 996 | 7.7% |
| T | 543 | 4.2% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 12981 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| P | 3120 | |
| V | 2124 | |
| N | 2124 | |
| r | 1539 | |
| o | 1539 | |
| x | 996 | 7.7% |
| y | 996 | 7.7% |
| T | 543 | 4.2% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 12981 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| P | 3120 | |
| V | 2124 | |
| N | 2124 | |
| r | 1539 | |
| o | 1539 | |
| x | 996 | 7.7% |
| y | 996 | 7.7% |
| T | 543 | 4.2% |
device_fingerprint
Text
Unique
| Distinct | 52000 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 3.2 MiB |
Length
| Max length | 16 |
|---|---|
| Median length | 16 |
| Mean length | 16 |
| Min length | 16 |
Unique
| Unique | 52000 ? |
|---|---|
| Unique (%) | 100.0% |
Sample
| 1st row | poq50ptmz8g3pgoh |
|---|---|
| 2nd row | ve5ar34n3q5arhcn |
| 3rd row | bnv7ad7zrmn7cgfh |
| 4th row | h96qnwm3yju8wdd9 |
| 5th row | elmh8kqwykznkcfz |
| Value | Count | Frequency (%) |
| poq50ptmz8g3pgoh | 1 | < 0.1% |
| ve5ar34n3q5arhcn | 1 | < 0.1% |
| bnv7ad7zrmn7cgfh | 1 | < 0.1% |
| h96qnwm3yju8wdd9 | 1 | < 0.1% |
| elmh8kqwykznkcfz | 1 | < 0.1% |
| uv62ap2zve3i4v0r | 1 | < 0.1% |
| jl2cwglejty90qvt | 1 | < 0.1% |
| x10217gdx1i4hbeu | 1 | < 0.1% |
| b3od13zwwn6ar81d | 1 | < 0.1% |
| 1qyg9doxytdb9quq | 1 | < 0.1% |
| Other values (51990) | 51990 |
Most occurring characters
| Value | Count | Frequency (%) |
| t | 23373 | 2.8% |
| g | 23343 | 2.8% |
| 7 | 23341 | 2.8% |
| h | 23313 | 2.8% |
| 9 | 23287 | 2.8% |
| 1 | 23268 | 2.8% |
| n | 23219 | 2.8% |
| s | 23210 | 2.8% |
| c | 23193 | 2.8% |
| j | 23179 | 2.8% |
| Other values (26) | 599274 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 832000 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| t | 23373 | 2.8% |
| g | 23343 | 2.8% |
| 7 | 23341 | 2.8% |
| h | 23313 | 2.8% |
| 9 | 23287 | 2.8% |
| 1 | 23268 | 2.8% |
| n | 23219 | 2.8% |
| s | 23210 | 2.8% |
| c | 23193 | 2.8% |
| j | 23179 | 2.8% |
| Other values (26) | 599274 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 832000 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| t | 23373 | 2.8% |
| g | 23343 | 2.8% |
| 7 | 23341 | 2.8% |
| h | 23313 | 2.8% |
| 9 | 23287 | 2.8% |
| 1 | 23268 | 2.8% |
| n | 23219 | 2.8% |
| s | 23210 | 2.8% |
| c | 23193 | 2.8% |
| j | 23179 | 2.8% |
| Other values (26) | 599274 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 832000 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| t | 23373 | 2.8% |
| g | 23343 | 2.8% |
| 7 | 23341 | 2.8% |
| h | 23313 | 2.8% |
| 9 | 23287 | 2.8% |
| 1 | 23268 | 2.8% |
| n | 23219 | 2.8% |
| s | 23210 | 2.8% |
| c | 23193 | 2.8% |
| j | 23179 | 2.8% |
| Other values (26) | 599274 |
ip_address
Text
Unique
| Distinct | 52000 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 3.1 MiB |
Length
| Max length | 15 |
|---|---|
| Median length | 14 |
| Mean length | 13.282462 |
| Min length | 8 |
Unique
| Unique | 52000 ? |
|---|---|
| Unique (%) | 100.0% |
Sample
| 1st row | 193.59.218.134 |
|---|---|
| 2nd row | 118.247.245.154 |
| 3rd row | 169.185.50.15 |
| 4th row | 150.97.162.214 |
| 5th row | 23.56.92.120 |
| Value | Count | Frequency (%) |
| 193.59.218.134 | 1 | < 0.1% |
| 118.247.245.154 | 1 | < 0.1% |
| 169.185.50.15 | 1 | < 0.1% |
| 150.97.162.214 | 1 | < 0.1% |
| 23.56.92.120 | 1 | < 0.1% |
| 254.40.197.205 | 1 | < 0.1% |
| 197.246.64.19 | 1 | < 0.1% |
| 159.199.221.41 | 1 | < 0.1% |
| 155.240.142.23 | 1 | < 0.1% |
| 140.177.222.163 | 1 | < 0.1% |
| Other values (51990) | 51990 |
Most occurring characters
| Value | Count | Frequency (%) |
| . | 156000 | |
| 1 | 126740 | |
| 2 | 90859 | |
| 3 | 45613 | 6.6% |
| 4 | 45540 | 6.6% |
| 5 | 42254 | 6.1% |
| 0 | 37107 | 5.4% |
| 7 | 36746 | 5.3% |
| 9 | 36729 | 5.3% |
| 8 | 36673 | 5.3% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 690688 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| . | 156000 | |
| 1 | 126740 | |
| 2 | 90859 | |
| 3 | 45613 | 6.6% |
| 4 | 45540 | 6.6% |
| 5 | 42254 | 6.1% |
| 0 | 37107 | 5.4% |
| 7 | 36746 | 5.3% |
| 9 | 36729 | 5.3% |
| 8 | 36673 | 5.3% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 690688 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| . | 156000 | |
| 1 | 126740 | |
| 2 | 90859 | |
| 3 | 45613 | 6.6% |
| 4 | 45540 | 6.6% |
| 5 | 42254 | 6.1% |
| 0 | 37107 | 5.4% |
| 7 | 36746 | 5.3% |
| 9 | 36729 | 5.3% |
| 8 | 36673 | 5.3% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 690688 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| . | 156000 | |
| 1 | 126740 | |
| 2 | 90859 | |
| 3 | 45613 | 6.6% |
| 4 | 45540 | 6.6% |
| 5 | 42254 | 6.1% |
| 0 | 37107 | 5.4% |
| 7 | 36746 | 5.3% |
| 9 | 36729 | 5.3% |
| 8 | 36673 | 5.3% |
device_rooted
Boolean
Imbalance
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 50.9 KiB |
| False | |
|---|---|
| True | 1562 |
| Value | Count | Frequency (%) |
| False | 50438 | |
| True | 1562 | 3.0% |
sender_country
Categorical
High correlation Imbalance
| Distinct | 20 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 2.5 MiB |
| BR | |
|---|---|
| US | 254 |
| DE | 143 |
| AE | 121 |
| PT | 113 |
| Other values (15) | 543 |
Length
| Max length | 2 |
|---|---|
| Median length | 2 |
| Mean length | 2 |
| Min length | 2 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | BR |
|---|---|
| 2nd row | BR |
| 3rd row | BR |
| 4th row | BR |
| 5th row | BR |
Common Values
| Value | Count | Frequency (%) |
| BR | 50826 | |
| US | 254 | 0.5% |
| DE | 143 | 0.3% |
| AE | 121 | 0.2% |
| PT | 113 | 0.2% |
| FR | 90 | 0.2% |
| GB | 86 | 0.2% |
| ES | 82 | 0.2% |
| CN | 65 | 0.1% |
| YE | 39 | 0.1% |
| Other values (10) | 181 | 0.3% |
Length
| Value | Count | Frequency (%) |
| br | 50826 | |
| us | 254 | 0.5% |
| de | 143 | 0.3% |
| ae | 121 | 0.2% |
| pt | 113 | 0.2% |
| fr | 90 | 0.2% |
| gb | 86 | 0.2% |
| es | 82 | 0.2% |
| cn | 65 | 0.1% |
| ye | 39 | 0.1% |
| Other values (10) | 181 | 0.3% |
Most occurring characters
| Value | Count | Frequency (%) |
| R | 50998 | |
| B | 50929 | |
| E | 385 | 0.4% |
| S | 342 | 0.3% |
| U | 290 | 0.3% |
| A | 166 | 0.2% |
| D | 143 | 0.1% |
| P | 135 | 0.1% |
| T | 113 | 0.1% |
| F | 104 | 0.1% |
| Other values (9) | 395 | 0.4% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 104000 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| R | 50998 | |
| B | 50929 | |
| E | 385 | 0.4% |
| S | 342 | 0.3% |
| U | 290 | 0.3% |
| A | 166 | 0.2% |
| D | 143 | 0.1% |
| P | 135 | 0.1% |
| T | 113 | 0.1% |
| F | 104 | 0.1% |
| Other values (9) | 395 | 0.4% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 104000 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| R | 50998 | |
| B | 50929 | |
| E | 385 | 0.4% |
| S | 342 | 0.3% |
| U | 290 | 0.3% |
| A | 166 | 0.2% |
| D | 143 | 0.1% |
| P | 135 | 0.1% |
| T | 113 | 0.1% |
| F | 104 | 0.1% |
| Other values (9) | 395 | 0.4% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 104000 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| R | 50998 | |
| B | 50929 | |
| E | 385 | 0.4% |
| S | 342 | 0.3% |
| U | 290 | 0.3% |
| A | 166 | 0.2% |
| D | 143 | 0.1% |
| P | 135 | 0.1% |
| T | 113 | 0.1% |
| F | 104 | 0.1% |
| Other values (9) | 395 | 0.4% |
receiver_country
Categorical
High correlation Imbalance
| Distinct | 20 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 2.5 MiB |
| BR | |
|---|---|
| US | 2033 |
| DE | 1143 |
| AE | 908 |
| PT | 807 |
| Other values (15) | 4048 |
Length
| Max length | 2 |
|---|---|
| Median length | 2 |
| Mean length | 2 |
| Min length | 2 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | BR |
|---|---|
| 2nd row | BR |
| 3rd row | BR |
| 4th row | BR |
| 5th row | BR |
Common Values
| Value | Count | Frequency (%) |
| BR | 43061 | |
| US | 2033 | 3.9% |
| DE | 1143 | 2.2% |
| AE | 908 | 1.7% |
| PT | 807 | 1.6% |
| GB | 678 | 1.3% |
| ES | 674 | 1.3% |
| FR | 490 | 0.9% |
| CN | 482 | 0.9% |
| RU | 337 | 0.6% |
| Other values (10) | 1387 | 2.7% |
Length
| Value | Count | Frequency (%) |
| br | 43061 | |
| us | 2033 | 3.9% |
| de | 1143 | 2.2% |
| ae | 908 | 1.7% |
| pt | 807 | 1.6% |
| gb | 678 | 1.3% |
| es | 674 | 1.3% |
| fr | 490 | 0.9% |
| cn | 482 | 0.9% |
| ru | 337 | 0.6% |
| Other values (10) | 1387 | 2.7% |
Most occurring characters
| Value | Count | Frequency (%) |
| R | 44269 | |
| B | 43887 | |
| E | 3025 | 2.9% |
| S | 2786 | 2.7% |
| U | 2370 | 2.3% |
| A | 1281 | 1.2% |
| D | 1143 | 1.1% |
| P | 975 | 0.9% |
| T | 807 | 0.8% |
| G | 678 | 0.7% |
| Other values (9) | 2779 | 2.7% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 104000 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| R | 44269 | |
| B | 43887 | |
| E | 3025 | 2.9% |
| S | 2786 | 2.7% |
| U | 2370 | 2.3% |
| A | 1281 | 1.2% |
| D | 1143 | 1.1% |
| P | 975 | 0.9% |
| T | 807 | 0.8% |
| G | 678 | 0.7% |
| Other values (9) | 2779 | 2.7% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 104000 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| R | 44269 | |
| B | 43887 | |
| E | 3025 | 2.9% |
| S | 2786 | 2.7% |
| U | 2370 | 2.3% |
| A | 1281 | 1.2% |
| D | 1143 | 1.1% |
| P | 975 | 0.9% |
| T | 807 | 0.8% |
| G | 678 | 0.7% |
| Other values (9) | 2779 | 2.7% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 104000 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| R | 44269 | |
| B | 43887 | |
| E | 3025 | 2.9% |
| S | 2786 | 2.7% |
| U | 2370 | 2.3% |
| A | 1281 | 1.2% |
| D | 1143 | 1.1% |
| P | 975 | 0.9% |
| T | 807 | 0.8% |
| G | 678 | 0.7% |
| Other values (9) | 2779 | 2.7% |
country_risk_geo
Categorical
High correlation Imbalance
| Distinct | 3 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 2.6 MiB |
| Low | |
|---|---|
| Monitored | 1018 |
| High | 590 |
Length
| Max length | 9 |
|---|---|
| Median length | 3 |
| Mean length | 3.1288077 |
| Min length | 3 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Low |
|---|---|
| 2nd row | Low |
| 3rd row | Low |
| 4th row | Low |
| 5th row | Low |
Common Values
| Value | Count | Frequency (%) |
| Low | 50392 | |
| Monitored | 1018 | 2.0% |
| High | 590 | 1.1% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| low | 50392 | |
| monitored | 1018 | 2.0% |
| high | 590 | 1.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| o | 52428 | |
| L | 50392 | |
| w | 50392 | |
| i | 1608 | 1.0% |
| M | 1018 | 0.6% |
| n | 1018 | 0.6% |
| t | 1018 | 0.6% |
| r | 1018 | 0.6% |
| e | 1018 | 0.6% |
| d | 1018 | 0.6% |
| Other values (3) | 1770 | 1.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 162698 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| o | 52428 | |
| L | 50392 | |
| w | 50392 | |
| i | 1608 | 1.0% |
| M | 1018 | 0.6% |
| n | 1018 | 0.6% |
| t | 1018 | 0.6% |
| r | 1018 | 0.6% |
| e | 1018 | 0.6% |
| d | 1018 | 0.6% |
| Other values (3) | 1770 | 1.1% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 162698 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| o | 52428 | |
| L | 50392 | |
| w | 50392 | |
| i | 1608 | 1.0% |
| M | 1018 | 0.6% |
| n | 1018 | 0.6% |
| t | 1018 | 0.6% |
| r | 1018 | 0.6% |
| e | 1018 | 0.6% |
| d | 1018 | 0.6% |
| Other values (3) | 1770 | 1.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 162698 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| o | 52428 | |
| L | 50392 | |
| w | 50392 | |
| i | 1608 | 1.0% |
| M | 1018 | 0.6% |
| n | 1018 | 0.6% |
| t | 1018 | 0.6% |
| r | 1018 | 0.6% |
| e | 1018 | 0.6% |
| d | 1018 | 0.6% |
| Other values (3) | 1770 | 1.1% |
country_risk_ip
Categorical
High correlation Imbalance
| Distinct | 3 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 2.6 MiB |
| Low | |
|---|---|
| Monitored | 310 |
| High | 268 |
Length
| Max length | 9 |
|---|---|
| Median length | 3 |
| Mean length | 3.0409231 |
| Min length | 3 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Low |
|---|---|
| 2nd row | Low |
| 3rd row | Low |
| 4th row | Low |
| 5th row | Low |
Common Values
| Value | Count | Frequency (%) |
| Low | 51422 | |
| Monitored | 310 | 0.6% |
| High | 268 | 0.5% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| low | 51422 | |
| monitored | 310 | 0.6% |
| high | 268 | 0.5% |
Most occurring characters
| Value | Count | Frequency (%) |
| o | 52042 | |
| L | 51422 | |
| w | 51422 | |
| i | 578 | 0.4% |
| M | 310 | 0.2% |
| n | 310 | 0.2% |
| t | 310 | 0.2% |
| r | 310 | 0.2% |
| e | 310 | 0.2% |
| d | 310 | 0.2% |
| Other values (3) | 804 | 0.5% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 158128 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| o | 52042 | |
| L | 51422 | |
| w | 51422 | |
| i | 578 | 0.4% |
| M | 310 | 0.2% |
| n | 310 | 0.2% |
| t | 310 | 0.2% |
| r | 310 | 0.2% |
| e | 310 | 0.2% |
| d | 310 | 0.2% |
| Other values (3) | 804 | 0.5% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 158128 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| o | 52042 | |
| L | 51422 | |
| w | 51422 | |
| i | 578 | 0.4% |
| M | 310 | 0.2% |
| n | 310 | 0.2% |
| t | 310 | 0.2% |
| r | 310 | 0.2% |
| e | 310 | 0.2% |
| d | 310 | 0.2% |
| Other values (3) | 804 | 0.5% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 158128 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| o | 52042 | |
| L | 51422 | |
| w | 51422 | |
| i | 578 | 0.4% |
| M | 310 | 0.2% |
| n | 310 | 0.2% |
| t | 310 | 0.2% |
| r | 310 | 0.2% |
| e | 310 | 0.2% |
| d | 310 | 0.2% |
| Other values (3) | 804 | 0.5% |
country_risk_sender
Categorical
High correlation Imbalance
| Distinct | 3 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 2.6 MiB |
| Low | |
|---|---|
| Monitored | 114 |
| High | 75 |
Length
| Max length | 9 |
|---|---|
| Median length | 3 |
| Mean length | 3.0145962 |
| Min length | 3 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Low |
|---|---|
| 2nd row | Low |
| 3rd row | Low |
| 4th row | Low |
| 5th row | Low |
Common Values
| Value | Count | Frequency (%) |
| Low | 51811 | |
| Monitored | 114 | 0.2% |
| High | 75 | 0.1% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| low | 51811 | |
| monitored | 114 | 0.2% |
| high | 75 | 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| o | 52039 | |
| L | 51811 | |
| w | 51811 | |
| i | 189 | 0.1% |
| M | 114 | 0.1% |
| n | 114 | 0.1% |
| t | 114 | 0.1% |
| r | 114 | 0.1% |
| e | 114 | 0.1% |
| d | 114 | 0.1% |
| Other values (3) | 225 | 0.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 156759 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| o | 52039 | |
| L | 51811 | |
| w | 51811 | |
| i | 189 | 0.1% |
| M | 114 | 0.1% |
| n | 114 | 0.1% |
| t | 114 | 0.1% |
| r | 114 | 0.1% |
| e | 114 | 0.1% |
| d | 114 | 0.1% |
| Other values (3) | 225 | 0.1% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 156759 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| o | 52039 | |
| L | 51811 | |
| w | 51811 | |
| i | 189 | 0.1% |
| M | 114 | 0.1% |
| n | 114 | 0.1% |
| t | 114 | 0.1% |
| r | 114 | 0.1% |
| e | 114 | 0.1% |
| d | 114 | 0.1% |
| Other values (3) | 225 | 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 156759 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| o | 52039 | |
| L | 51811 | |
| w | 51811 | |
| i | 189 | 0.1% |
| M | 114 | 0.1% |
| n | 114 | 0.1% |
| t | 114 | 0.1% |
| r | 114 | 0.1% |
| e | 114 | 0.1% |
| d | 114 | 0.1% |
| Other values (3) | 225 | 0.1% |
country_risk_receiver
Categorical
High correlation Imbalance
| Distinct | 3 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 2.6 MiB |
| Low | |
|---|---|
| Monitored | 904 |
| High | 515 |
Length
| Max length | 9 |
|---|---|
| Median length | 3 |
| Mean length | 3.1142115 |
| Min length | 3 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Low |
|---|---|
| 2nd row | Low |
| 3rd row | Low |
| 4th row | Low |
| 5th row | Low |
Common Values
| Value | Count | Frequency (%) |
| Low | 50581 | |
| Monitored | 904 | 1.7% |
| High | 515 | 1.0% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| low | 50581 | |
| monitored | 904 | 1.7% |
| high | 515 | 1.0% |
Most occurring characters
| Value | Count | Frequency (%) |
| o | 52389 | |
| L | 50581 | |
| w | 50581 | |
| i | 1419 | 0.9% |
| M | 904 | 0.6% |
| n | 904 | 0.6% |
| t | 904 | 0.6% |
| r | 904 | 0.6% |
| e | 904 | 0.6% |
| d | 904 | 0.6% |
| Other values (3) | 1545 | 1.0% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 161939 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| o | 52389 | |
| L | 50581 | |
| w | 50581 | |
| i | 1419 | 0.9% |
| M | 904 | 0.6% |
| n | 904 | 0.6% |
| t | 904 | 0.6% |
| r | 904 | 0.6% |
| e | 904 | 0.6% |
| d | 904 | 0.6% |
| Other values (3) | 1545 | 1.0% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 161939 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| o | 52389 | |
| L | 50581 | |
| w | 50581 | |
| i | 1419 | 0.9% |
| M | 904 | 0.6% |
| n | 904 | 0.6% |
| t | 904 | 0.6% |
| r | 904 | 0.6% |
| e | 904 | 0.6% |
| d | 904 | 0.6% |
| Other values (3) | 1545 | 1.0% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 161939 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| o | 52389 | |
| L | 50581 | |
| w | 50581 | |
| i | 1419 | 0.9% |
| M | 904 | 0.6% |
| n | 904 | 0.6% |
| t | 904 | 0.6% |
| r | 904 | 0.6% |
| e | 904 | 0.6% |
| d | 904 | 0.6% |
| Other values (3) | 1545 | 1.0% |
cross_border
Boolean
High correlation
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 50.9 KiB |
| False | |
|---|---|
| True |
| Value | Count | Frequency (%) |
| False | 41887 | |
| True | 10113 | 19.4% |
sanctions_screening_hit
Boolean
High correlation Imbalance
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 50.9 KiB |
| False | |
|---|---|
| True | 2 |
| Value | Count | Frequency (%) |
| False | 51998 | |
| True | 2 | < 0.1% |
Interactions
Correlations
| amount_brl | amount_orig | auth_3ds | capture_method | card_brand | card_present | channel | country_risk_geo | country_risk_ip | country_risk_receiver | country_risk_sender | cross_border | currency | device_rooted | eci | fx_to_brl | geo_country | geolocation_lat | geolocation_lon | installments | ip_anomaly | ip_country | ip_proxy_vpn_tor | issuing_or_acquiring | mcc | payment_method | pix | pix_flow | receiver_country | receiver_entity_type | sanctions_screening_hit | sender_country | sender_entity_type | status | transaction_type | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| amount_brl | 1.000 | 0.957 | 0.012 | 0.007 | 0.004 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.012 | 0.000 | 0.027 | 0.012 | 0.000 | -0.004 | -0.000 | 0.001 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.016 | 0.005 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.005 |
| amount_orig | 0.957 | 1.000 | 0.004 | 0.005 | 0.004 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.011 | 0.032 | 0.000 | 0.022 | 0.032 | 0.000 | -0.076 | -0.038 | -0.022 | 0.000 | 0.000 | 0.025 | 0.000 | 0.004 | 0.000 | 0.014 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.006 | 0.000 | 0.012 |
| auth_3ds | 0.012 | 0.004 | 1.000 | 0.735 | 0.000 | 1.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.006 | 0.516 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 1.000 | 0.000 | 0.000 | 0.000 | 1.000 | 0.000 | 0.000 | 0.000 | 1.000 |
| capture_method | 0.007 | 0.005 | 0.735 | 1.000 | 0.003 | 1.000 | 0.355 | 0.000 | 0.002 | 0.000 | 0.011 | 0.000 | 0.184 | 0.006 | 0.714 | 0.184 | 0.002 | 0.000 | 0.000 | 0.139 | 0.000 | 0.007 | 0.028 | 0.017 | 0.000 | 0.010 | 1.000 | 0.009 | 0.005 | 0.011 | 0.037 | 0.005 | 0.006 | 0.000 | 1.000 |
| card_brand | 0.004 | 0.004 | 0.000 | 0.003 | 1.000 | 0.000 | 0.016 | 0.005 | 0.009 | 0.000 | 0.011 | 0.004 | 0.000 | 0.000 | 0.012 | 0.000 | 0.000 | 0.004 | 0.000 | 0.008 | 0.000 | 0.018 | 0.000 | 0.000 | 0.001 | 0.000 | 1.000 | 0.000 | 0.000 | 0.000 | 1.000 | 0.026 | 0.000 | 0.000 | 1.000 |
| card_present | 0.000 | 0.000 | 1.000 | 1.000 | 0.000 | 1.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.002 | 0.000 | 0.016 | 0.000 | 1.000 | 0.016 | 0.018 | 0.000 | 0.000 | 0.007 | 0.000 | 0.015 | 0.000 | 0.000 | 0.000 | 0.002 | 1.000 | 0.000 | 0.013 | 0.000 | 1.000 | 0.013 | 0.000 | 0.014 | 1.000 |
| channel | 0.000 | 0.000 | 0.000 | 0.355 | 0.016 | 0.000 | 1.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.111 | 0.002 | 0.000 | 0.111 | 0.007 | 0.000 | 0.008 | 0.109 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.616 | 0.000 | 0.000 | 0.000 | 0.005 | 0.011 | 0.000 | 0.005 | 0.435 |
| country_risk_geo | 0.000 | 0.000 | 0.000 | 0.000 | 0.005 | 0.000 | 0.000 | 1.000 | 0.193 | 0.937 | 0.343 | 0.363 | 0.100 | 0.000 | 0.000 | 0.100 | 1.000 | 0.401 | 0.540 | 0.004 | 0.004 | 0.206 | 0.000 | 0.057 | 0.062 | 0.005 | 0.004 | 0.011 | 0.937 | 0.053 | 0.058 | 0.343 | 0.009 | 0.004 | 0.004 |
| country_risk_ip | 0.000 | 0.000 | 0.000 | 0.002 | 0.009 | 0.000 | 0.000 | 0.193 | 1.000 | 0.000 | 0.565 | 0.073 | 0.015 | 0.007 | 0.000 | 0.015 | 0.198 | 0.067 | 0.097 | 0.000 | 0.841 | 1.000 | 0.000 | 0.044 | 0.008 | 0.000 | 0.000 | 0.104 | 0.000 | 0.050 | 0.000 | 0.565 | 0.100 | 0.006 | 0.000 |
| country_risk_receiver | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.937 | 0.000 | 1.000 | 0.004 | 0.341 | 0.097 | 0.000 | 0.000 | 0.097 | 0.938 | 0.384 | 0.511 | 0.000 | 0.007 | 0.007 | 0.000 | 0.097 | 0.067 | 0.000 | 0.007 | 0.055 | 1.000 | 0.096 | 0.062 | 0.000 | 0.056 | 0.000 | 0.006 |
| country_risk_sender | 0.000 | 0.000 | 0.000 | 0.011 | 0.011 | 0.002 | 0.000 | 0.343 | 0.565 | 0.004 | 1.000 | 0.123 | 0.024 | 0.000 | 0.000 | 0.024 | 0.352 | 0.119 | 0.175 | 0.000 | 0.000 | 0.602 | 0.031 | 0.103 | 0.009 | 0.000 | 0.000 | 0.185 | 0.004 | 0.105 | 0.000 | 1.000 | 0.180 | 0.012 | 0.000 |
| cross_border | 0.000 | 0.011 | 0.000 | 0.000 | 0.004 | 0.000 | 0.000 | 0.363 | 0.073 | 0.341 | 0.123 | 1.000 | 0.418 | 0.000 | 0.000 | 0.418 | 1.000 | 0.982 | 0.914 | 0.000 | 0.004 | 0.258 | 0.000 | 0.150 | 0.076 | 0.006 | 0.000 | 0.024 | 0.927 | 0.149 | 0.008 | 0.309 | 0.025 | 0.000 | 0.000 |
| currency | 0.012 | 0.032 | 0.000 | 0.184 | 0.000 | 0.016 | 0.111 | 0.100 | 0.015 | 0.097 | 0.024 | 0.418 | 1.000 | 0.000 | 0.000 | 1.000 | 0.299 | 0.292 | 0.275 | 0.052 | 0.000 | 0.076 | 0.031 | 0.102 | 0.024 | 0.004 | 0.255 | 1.000 | 0.279 | 0.064 | 0.043 | 0.093 | 0.005 | 0.000 | 0.184 |
| device_rooted | 0.000 | 0.000 | 0.006 | 0.006 | 0.000 | 0.000 | 0.002 | 0.000 | 0.007 | 0.000 | 0.000 | 0.000 | 0.000 | 1.000 | 0.000 | 0.000 | 0.013 | 0.000 | 0.004 | 0.000 | 0.004 | 0.017 | 0.000 | 0.009 | 0.000 | 0.000 | 0.000 | 0.000 | 0.013 | 0.000 | 0.000 | 0.015 | 0.000 | 0.000 | 0.007 |
| eci | 0.027 | 0.022 | 0.516 | 0.714 | 0.012 | 1.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 1.000 | 0.000 | 0.000 | 0.008 | 0.018 | 0.000 | 0.000 | 0.000 | 0.072 | 0.011 | 0.000 | 0.000 | 1.000 | 0.000 | 0.000 | 0.011 | 1.000 | 0.000 | 0.000 | 0.000 | 1.000 |
| fx_to_brl | 0.012 | 0.032 | 0.000 | 0.184 | 0.000 | 0.016 | 0.111 | 0.100 | 0.015 | 0.097 | 0.024 | 0.418 | 1.000 | 0.000 | 0.000 | 1.000 | 0.299 | 0.292 | 0.275 | 0.052 | 0.000 | 0.076 | 0.031 | 0.102 | 0.024 | 0.004 | 0.255 | 1.000 | 0.279 | 0.064 | 0.043 | 0.093 | 0.005 | 0.000 | 0.184 |
| geo_country | 0.000 | 0.000 | 0.000 | 0.002 | 0.000 | 0.018 | 0.007 | 1.000 | 0.198 | 0.938 | 0.352 | 1.000 | 0.299 | 0.013 | 0.000 | 0.299 | 1.000 | 0.597 | 0.733 | 0.000 | 0.000 | 0.241 | 0.000 | 0.149 | 0.119 | 0.021 | 0.000 | 0.028 | 0.937 | 0.149 | 0.105 | 0.345 | 0.028 | 0.000 | 0.000 |
| geolocation_lat | -0.004 | -0.076 | 0.000 | 0.000 | 0.004 | 0.000 | 0.000 | 0.401 | 0.067 | 0.384 | 0.119 | 0.982 | 0.292 | 0.000 | 0.008 | 0.292 | 0.597 | 1.000 | 0.260 | -0.007 | 0.000 | 0.146 | 0.010 | 0.147 | -0.023 | 0.010 | 0.000 | 0.030 | 0.563 | 0.145 | 0.021 | 0.188 | 0.029 | 0.005 | 0.000 |
| geolocation_lon | -0.000 | -0.038 | 0.000 | 0.000 | 0.000 | 0.000 | 0.008 | 0.540 | 0.097 | 0.511 | 0.175 | 0.914 | 0.275 | 0.004 | 0.018 | 0.275 | 0.733 | 0.260 | 1.000 | -0.006 | 0.006 | 0.191 | 0.000 | 0.137 | -0.021 | 0.013 | 0.000 | 0.025 | 0.687 | 0.134 | 0.031 | 0.248 | 0.025 | 0.000 | 0.000 |
| installments | 0.001 | -0.022 | 0.000 | 0.139 | 0.008 | 0.007 | 0.109 | 0.004 | 0.000 | 0.000 | 0.000 | 0.000 | 0.052 | 0.000 | 0.000 | 0.052 | 0.000 | -0.007 | -0.006 | 1.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.002 | 0.446 | 0.307 | 1.000 | 0.000 | 0.000 | 0.000 | 0.007 | 0.000 | 0.000 | 0.241 |
| ip_anomaly | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.004 | 0.841 | 0.007 | 0.000 | 0.004 | 0.000 | 0.004 | 0.000 | 0.000 | 0.000 | 0.000 | 0.006 | 0.000 | 1.000 | 0.845 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.009 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 |
| ip_country | 0.000 | 0.000 | 0.000 | 0.007 | 0.018 | 0.015 | 0.000 | 0.206 | 1.000 | 0.007 | 0.602 | 0.258 | 0.076 | 0.017 | 0.000 | 0.076 | 0.241 | 0.146 | 0.191 | 0.000 | 0.845 | 1.000 | 0.024 | 0.219 | 0.005 | 0.000 | 0.017 | 0.370 | 0.001 | 0.217 | 0.000 | 0.698 | 0.373 | 0.000 | 0.010 |
| ip_proxy_vpn_tor | 0.000 | 0.025 | 0.000 | 0.028 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.031 | 0.000 | 0.031 | 0.000 | 0.072 | 0.031 | 0.000 | 0.010 | 0.000 | 0.000 | 0.000 | 0.024 | 1.000 | 0.000 | 0.020 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 1.000 | 0.020 | 0.000 | 0.000 | 0.022 |
| issuing_or_acquiring | 0.000 | 0.000 | 0.000 | 0.017 | 0.000 | 0.000 | 0.000 | 0.057 | 0.044 | 0.097 | 0.103 | 0.150 | 0.102 | 0.009 | 0.011 | 0.102 | 0.149 | 0.147 | 0.137 | 0.000 | 0.000 | 0.219 | 0.000 | 1.000 | 0.037 | 0.013 | 1.000 | 0.000 | 0.260 | 1.000 | 1.000 | 0.261 | 0.582 | 0.007 | 1.000 |
| mcc | 0.000 | 0.004 | 0.000 | 0.000 | 0.001 | 0.000 | 0.000 | 0.062 | 0.008 | 0.067 | 0.009 | 0.076 | 0.024 | 0.000 | 0.000 | 0.024 | 0.119 | -0.023 | -0.021 | 0.002 | 0.000 | 0.005 | 0.020 | 0.037 | 1.000 | 0.000 | 0.000 | 0.012 | 0.126 | 0.026 | 0.000 | 0.012 | 0.019 | 0.000 | 0.000 |
| payment_method | 0.016 | 0.000 | 0.000 | 0.010 | 0.000 | 0.002 | 0.000 | 0.005 | 0.000 | 0.000 | 0.000 | 0.006 | 0.004 | 0.000 | 0.000 | 0.004 | 0.021 | 0.010 | 0.013 | 0.446 | 0.000 | 0.000 | 0.000 | 0.013 | 0.000 | 1.000 | 1.000 | 0.000 | 0.008 | 0.013 | 1.000 | 0.005 | 0.012 | 0.007 | 1.000 |
| pix | 0.005 | 0.014 | 1.000 | 1.000 | 1.000 | 1.000 | 0.616 | 0.004 | 0.000 | 0.007 | 0.000 | 0.000 | 0.255 | 0.000 | 1.000 | 0.255 | 0.000 | 0.000 | 0.000 | 0.307 | 0.000 | 0.017 | 0.000 | 1.000 | 0.000 | 1.000 | 1.000 | 1.000 | 0.000 | 0.000 | 0.001 | 0.006 | 0.000 | 0.000 | 1.000 |
| pix_flow | 0.000 | 0.000 | 0.000 | 0.009 | 0.000 | 0.000 | 0.000 | 0.011 | 0.104 | 0.055 | 0.185 | 0.024 | 1.000 | 0.000 | 0.000 | 1.000 | 0.028 | 0.030 | 0.025 | 1.000 | 0.000 | 0.370 | 0.000 | 0.000 | 0.012 | 0.000 | 1.000 | 1.000 | 0.150 | 0.585 | 1.000 | 0.453 | 1.000 | 0.013 | 1.000 |
| receiver_country | 0.000 | 0.000 | 0.000 | 0.005 | 0.000 | 0.013 | 0.000 | 0.937 | 0.000 | 1.000 | 0.004 | 0.927 | 0.279 | 0.013 | 0.000 | 0.279 | 0.937 | 0.563 | 0.687 | 0.000 | 0.000 | 0.001 | 0.000 | 0.260 | 0.126 | 0.008 | 0.000 | 0.150 | 1.000 | 0.260 | 0.112 | 0.000 | 0.151 | 0.000 | 0.000 |
| receiver_entity_type | 0.000 | 0.000 | 0.000 | 0.011 | 0.000 | 0.000 | 0.000 | 0.053 | 0.050 | 0.096 | 0.105 | 0.149 | 0.064 | 0.000 | 0.011 | 0.064 | 0.149 | 0.145 | 0.134 | 0.000 | 0.009 | 0.217 | 0.000 | 1.000 | 0.026 | 0.013 | 0.000 | 0.585 | 0.260 | 1.000 | 0.000 | 0.265 | 0.585 | 0.000 | 0.000 |
| sanctions_screening_hit | 0.000 | 0.000 | 1.000 | 0.037 | 1.000 | 1.000 | 0.005 | 0.058 | 0.000 | 0.062 | 0.000 | 0.008 | 0.043 | 0.000 | 1.000 | 0.043 | 0.105 | 0.021 | 0.031 | 0.000 | 0.000 | 0.000 | 1.000 | 1.000 | 0.000 | 1.000 | 0.001 | 1.000 | 0.112 | 0.000 | 1.000 | 0.000 | 0.000 | 0.000 | 0.027 |
| sender_country | 0.000 | 0.000 | 0.000 | 0.005 | 0.026 | 0.013 | 0.011 | 0.343 | 0.565 | 0.000 | 1.000 | 0.309 | 0.093 | 0.015 | 0.000 | 0.093 | 0.345 | 0.188 | 0.248 | 0.007 | 0.000 | 0.698 | 0.020 | 0.261 | 0.012 | 0.005 | 0.006 | 0.453 | 0.000 | 0.265 | 0.000 | 1.000 | 0.454 | 0.000 | 0.000 |
| sender_entity_type | 0.000 | 0.006 | 0.000 | 0.006 | 0.000 | 0.000 | 0.000 | 0.009 | 0.100 | 0.056 | 0.180 | 0.025 | 0.005 | 0.000 | 0.000 | 0.005 | 0.028 | 0.029 | 0.025 | 0.000 | 0.000 | 0.373 | 0.000 | 0.582 | 0.019 | 0.012 | 0.000 | 1.000 | 0.151 | 0.585 | 0.000 | 0.454 | 1.000 | 0.007 | 0.000 |
| status | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.014 | 0.005 | 0.004 | 0.006 | 0.000 | 0.012 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.005 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.007 | 0.000 | 0.007 | 0.000 | 0.013 | 0.000 | 0.000 | 0.000 | 0.000 | 0.007 | 1.000 | 0.000 |
| transaction_type | 0.005 | 0.012 | 1.000 | 1.000 | 1.000 | 1.000 | 0.435 | 0.004 | 0.000 | 0.006 | 0.000 | 0.000 | 0.184 | 0.007 | 1.000 | 0.184 | 0.000 | 0.000 | 0.000 | 0.241 | 0.000 | 0.010 | 0.022 | 1.000 | 0.000 | 1.000 | 1.000 | 1.000 | 0.000 | 0.000 | 0.027 | 0.000 | 0.000 | 0.000 | 1.000 |
Missing values
Sample
| transaction_id | timestamp | transaction_type | sender_id | sender_entity_type | receiver_id | receiver_entity_type | amount_brl | amount_orig | currency | fx_to_brl | status | channel | capture_method | payment_method | installments | issuing_or_acquiring | pix | pix_flow | card_brand | card_present | auth_3ds | eci | mcc | geo_country | geolocation_lat | geolocation_lon | ip_country | ip_anomaly | ip_proxy_vpn_tor | device_fingerprint | ip_address | device_rooted | sender_country | receiver_country | country_risk_geo | country_risk_ip | country_risk_sender | country_risk_receiver | cross_border | sanctions_screening_hit | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | T9HIMVHJ8TMK7 | 2025-09-29T01:19:37 | PIX | C100602 | customer | M200223 | merchant | 3478.73 | 3478.73 | BRL | 1 | Confirmed | App | CopyPaste | NaN | 1 | NaN | Yes | cash_out | NaN | NaN | NaN | NaN | 6051 | BR | -11.743364 | -54.286939 | DE | No | NaN | poq50ptmz8g3pgoh | 193.59.218.134 | No | BR | BR | Low | Low | Low | Low | No | No |
| 1 | TRY1GG0393ZEQ | 2025-09-07T00:14:11 | PIX | C101190 | customer | M200471 | merchant | 3356.15 | 3356.15 | BRL | 1 | Confirmed | App | Pix Key | NaN | 1 | NaN | Yes | cash_out | NaN | NaN | NaN | NaN | 5945 | BR | -0.031356 | -62.010354 | BR | No | NaN | ve5ar34n3q5arhcn | 118.247.245.154 | No | BR | BR | Low | Low | Low | Low | No | No |
| 2 | TYVX10N3OXT1H | 2025-07-01T22:36:33 | PIX | C101811 | customer | C101070 | customer | 1595.14 | 1595.14 | BRL | 1 | Confirmed | App | CopyPaste | NaN | 1 | NaN | Yes | cash_out | NaN | NaN | NaN | NaN | 4111 | BR | -17.208767 | -66.365148 | BR | No | NaN | bnv7ad7zrmn7cgfh | 169.185.50.15 | No | BR | BR | Low | Low | Low | Low | No | No |
| 3 | TEXB9LV0C1BOI | 2025-07-28T09:01:56 | PIX | C100023 | customer | C101820 | customer | 1074.71 | 1074.71 | BRL | 1 | Confirmed | App | Pix Key | NaN | 1 | NaN | Yes | cash_out | NaN | NaN | NaN | NaN | 5945 | BR | -8.096121 | -57.440608 | BR | No | VPN | h96qnwm3yju8wdd9 | 150.97.162.214 | No | BR | BR | Low | Low | Low | Low | No | No |
| 4 | T9HZ6Z1DWO12V | 2025-07-27T00:36:40 | PIX | M200612 | merchant | C101267 | customer | 6821.96 | 6821.96 | BRL | 1 | Pending | API | QR Static | NaN | 1 | NaN | Yes | cash_in | NaN | NaN | NaN | NaN | 6211 | BR | -16.441953 | -54.044138 | BR | No | NaN | elmh8kqwykznkcfz | 23.56.92.120 | No | BR | BR | Low | Low | Low | Low | No | No |
| 5 | T394ID0RL2N3L | 2025-10-01T13:50:55 | Card | C102082 | customer | M200693 | merchant | 387.99 | 387.99 | BRL | 1 | Confirmed | Web | Magstripe | credit | 10 | acquiring | No | NaN | Visa | Yes | NaN | NaN | 5812 | SY | 34.247579 | 38.489412 | BR | No | NaN | uv62ap2zve3i4v0r | 254.40.197.205 | No | BR | SY | High | Low | Low | High | Yes | No |
| 6 | TPQMBMP27NGZK | 2025-09-05T05:18:31 | PIX | C100174 | customer | M200610 | merchant | 823.88 | 823.88 | BRL | 1 | Confirmed | API | QR Dynamic | NaN | 1 | NaN | Yes | cash_out | NaN | NaN | NaN | NaN | 4814 | AE | 23.894823 | 54.277845 | BR | No | NaN | jl2cwglejty90qvt | 197.246.64.19 | No | BR | AE | Low | Low | Low | Low | Yes | No |
| 7 | T1AJ938L2PSXF | 2025-09-29T11:19:41 | Card | C100001 | customer | M200384 | merchant | 1932.30 | 322.05 | EUR | 6 | Pending | Web | E-commerce | credit | 6 | acquiring | No | NaN | Elo | No | No | 7.0 | 4900 | GB | 57.775295 | 1.240663 | BR | No | NaN | x10217gdx1i4hbeu | 159.199.221.41 | No | BR | GB | Low | Low | Low | Low | Yes | No |
| 8 | TX0GK853YYAWO | 2025-07-18T16:27:49 | Card | C100202 | customer | M200315 | merchant | 5183.66 | 5183.66 | BRL | 1 | Confirmed | App | NFC | credit | 4 | acquiring | No | NaN | Mastercard | Yes | NaN | NaN | 4814 | BR | -19.960702 | -70.383821 | BR | No | NaN | b3od13zwwn6ar81d | 155.240.142.23 | No | BR | BR | Low | Low | Low | Low | No | No |
| 9 | TUILBKR4582YE | 2025-07-24T07:43:05 | PIX | C100384 | customer | M200731 | merchant | 32104.51 | 32104.51 | BRL | 1 | Confirmed | App | Pix Key | NaN | 1 | NaN | Yes | cash_out | NaN | NaN | NaN | NaN | 5411 | BR | -32.593663 | -39.621846 | BR | No | NaN | 1qyg9doxytdb9quq | 140.177.222.163 | No | BR | BR | Low | Low | Low | Low | No | No |
| transaction_id | timestamp | transaction_type | sender_id | sender_entity_type | receiver_id | receiver_entity_type | amount_brl | amount_orig | currency | fx_to_brl | status | channel | capture_method | payment_method | installments | issuing_or_acquiring | pix | pix_flow | card_brand | card_present | auth_3ds | eci | mcc | geo_country | geolocation_lat | geolocation_lon | ip_country | ip_anomaly | ip_proxy_vpn_tor | device_fingerprint | ip_address | device_rooted | sender_country | receiver_country | country_risk_geo | country_risk_ip | country_risk_sender | country_risk_receiver | cross_border | sanctions_screening_hit | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 51990 | TRK52H5I9XMJD | 2025-08-04T03:49:34 | PIX | C101375 | customer | M200889 | merchant | 4692.07 | 4692.07 | BRL | 1 | Failed | App | Pix Key | NaN | 1 | NaN | Yes | cash_out | NaN | NaN | NaN | NaN | 5411 | BR | -20.956299 | -56.080469 | BR | No | NaN | zdkl7ejo5iexcbxk | 149.210.33.41 | No | BR | BR | Low | Low | Low | Low | No | No |
| 51991 | T9E8KJ4KMI0T0 | 2025-08-19T07:43:31 | PIX | C102000 | customer | M200945 | merchant | 5901.61 | 5901.61 | BRL | 1 | Confirmed | API | QR Static | NaN | 1 | NaN | Yes | cash_out | NaN | NaN | NaN | NaN | 4111 | DE | 47.183372 | 11.794815 | BR | No | NaN | 9umgcatryormxwrd | 138.254.107.249 | No | BR | DE | Low | Low | Low | Low | Yes | No |
| 51992 | TYS45VQY6P0LD | 2025-07-12T21:53:52 | PIX | C101613 | customer | M200468 | merchant | 1443.88 | 1443.88 | BRL | 1 | Confirmed | App | Pix Key | NaN | 1 | NaN | Yes | cash_out | NaN | NaN | NaN | NaN | 6011 | BR | 2.133016 | -52.778961 | BR | No | NaN | yb8atb183juoi82d | 118.206.185.28 | No | BR | BR | Low | Low | Low | Low | No | No |
| 51993 | T55L3Z7BOYW5N | 2025-08-05T09:42:11 | Card | C101983 | customer | M200245 | merchant | 702.85 | 702.85 | BRL | 1 | Pending | Terminal | NFC | credit | 1 | acquiring | No | NaN | Mastercard | Yes | NaN | NaN | 5411 | BR | -28.364145 | -50.054924 | BR | No | NaN | 8taqjnkjvao4fum4 | 233.56.178.153 | No | BR | BR | Low | Low | Low | Low | No | No |
| 51994 | TNOS23AT6UXP6 | 2025-08-19T17:02:58 | PIX | C100165 | customer | M200191 | merchant | 33523.73 | 33523.73 | BRL | 1 | Confirmed | API | Pix Key | NaN | 1 | NaN | Yes | cash_out | NaN | NaN | NaN | NaN | 6011 | BR | 1.882078 | -64.675605 | BR | No | NaN | mc11zbypmg951ue6 | 19.143.41.197 | No | BR | BR | Low | Low | Low | Low | No | No |
| 51995 | T49V4YOKJLPQW | 2025-07-29T19:49:19 | PIX | C101510 | customer | M200416 | merchant | 5199.82 | 5199.82 | BRL | 1 | Confirmed | App | CopyPaste | NaN | 1 | NaN | Yes | cash_out | NaN | NaN | NaN | NaN | 6211 | BR | -28.892878 | -65.820391 | BR | No | NaN | 7rtszixrvg221fz2 | 202.37.132.125 | No | BR | BR | Low | Low | Low | Low | No | No |
| 51996 | TWK0BCFWD8M10 | 2025-07-06T13:45:49 | PIX | C102205 | customer | M200847 | merchant | 3488.23 | 3488.23 | BRL | 1 | Confirmed | API | QR Dynamic | NaN | 1 | NaN | Yes | cash_out | NaN | NaN | NaN | NaN | 4789 | ES | 40.064282 | 1.736396 | BR | No | NaN | zndnidj9dakimdda | 35.157.144.28 | No | BR | ES | Low | Low | Low | Low | Yes | No |
| 51997 | T09E7BGTZEOHK | 2025-09-20T09:02:01 | Card | M200016 | merchant | C102401 | customer | 2314.51 | 2314.51 | BRL | 1 | Confirmed | Web | MOTO | debit | 1 | issuing | No | NaN | Mastercard | No | No | 7.0 | 5411 | BR | -5.934246 | -72.775044 | BR | No | NaN | ptzo8rfwvy9c88dn | 58.157.65.71 | No | BR | BR | Low | Low | Low | Low | No | No |
| 51998 | TKS3QBCQ5F7Y4 | 2025-09-15T00:20:18 | PIX | M200227 | merchant | C100948 | customer | 1655.20 | 1655.20 | BRL | 1 | Pending | API | CopyPaste | NaN | 1 | NaN | Yes | cash_in | NaN | NaN | NaN | NaN | 6011 | FR | 43.266635 | 1.580092 | FR | No | NaN | z8zdg6q07644pry7 | 75.153.164.128 | Yes | FR | BR | Low | Low | Low | Low | Yes | No |
| 51999 | T2VCTGH0S2KVJ | 2025-07-27T19:49:48 | PIX | M200178 | merchant | C101632 | customer | 2784.42 | 2784.42 | BRL | 1 | Confirmed | App | QR Static | NaN | 1 | NaN | Yes | cash_in | NaN | NaN | NaN | NaN | 6051 | BR | -12.792722 | -57.939066 | BR | No | NaN | pwyubjnaddoo58kx | 84.57.205.20 | No | BR | BR | Low | Low | Low | Low | No | No |